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Abbass and Ruhul Sarker and Charles Newton}, title = {{PDE}: {A} {P}areto-frontier {D}ifferential {E}volution {A}pproach for {M}ulti-objective {O}ptimization {P}roblems}, booktitle = {Proceedings of the Congress on Evolutionary Computation 2001 (CEC'2001)}, publisher = {IEEE Service Center}, address = {Piscataway, New Jersey}, month = {May}, volume = {2}, pages = {971--978}, year = {2001} } @inproceedings{Abbass01a, author = {Hussein A. Abbass}, title = {A {M}emetic {P}areto {E}volutionary {A}pproach to {A}rtificial {N}eural {N}etworks}, booktitle = {The Australian Joint Conference on Artificial Intelligence}, publisher = {Springer. Lecture Notes in Artificial Intelligence Vol. 2256}, pages = {1--12}, address = {Adelaide, Australia}, month = {December}, year = {2001} } @inproceedings{Abbass01b, author = {Hussein A. Abbass and Ruhul Sarker}, title = {Simultaneous {E}volution of {A}rchitectures and {C}onnection {W}eights in {ANN}s}, booktitle = {The Artificial Neural Networks and Expert Systems Conference (ANNES'01)}, pages = {16--21}, address = {Dunedin, New Zealand}, month = {November}, year = {2001} } @inproceedings{Abbass02, author = {Hussein A. Abbass}, title = {The {S}elf-{A}daptive {P}areto {D}ifferential {E}volution {A}lgorithm}, booktitle = {Congress on Evolutionary Computation (CEC'2002)}, volume = {1}, address = {Piscataway, New Jersey}, pages = {831--836}, publisher = {IEEE Service Center}, month = {May}, year = {2002} } @article{Abbass02a, author = {Hussein A. Abbass and Ruhul Sarker}, title = {The {P}areto {D}ifferential {E}volution {A}lgorithm}, journal = {International Journal on Artificial Intelligence Tools}, volume = {11}, number = {4}, pages = {531--552}, year = {2002} } @article{Abbass02b, author = {Hussein A. 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Meratizaman}, title = {{Multi-objective approach in thermoenvironomic optimization of a small-scale distributed CCHP system with risk analysis}}, journal = {Energy and Buildings}, volume = {43}, number = {11}, pages = {3144--3153}, month = {November}, year = {2011} } @ARTICLE{Abdou11, author = {Wahabou Abdou and Adrien Henriet and Christelle Bloch and Dominique Dhoutaut and Damien Charlet and Francois Spies}, title = {{Using an evolutionary algorithm to optimize the broadcasting methods in mobile ad hoc networks}}, journal = {Journal of Network and Computer Applications}, volume = {36}, number = {6}, pages = {1794--1804}, month = {November}, year = {2011} } @inproceedings{Abdullah10, author = {Salwani Abdullah and Hamza Turabieh and Barry McCollum and Paul McMullan}, title = {{A Multi-objective Post Enrolment Course Timetabling Problems: A New Case Study}}, booktitle = {2010 IEEE Congress on Evolutionary Computation (CEC'2010)}, pages = {435--441}, publisher = {IEEE Press}, address = {Barcelona, Spain}, month = {July 18--23}, year = {2010} } @article{Abdelgawad10, author = {Hossam Abdelgawad and Baher Abdulhai and Mohamed Wahba}, title = {{Multiobjective Optimization for Multimodal Evacuation}}, journal = {Transportation Research Record}, volume = {2196}, pages = {21--33}, year = {2010} } @article{Abele10, author = {E. 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Bakhashwain}, title = {A {N}ovel {M}ultiobjective {E}volutionary {A}lgorithm for {O}ptimal {R}eactive {P}ower {D}ispatch {P}roblem}, booktitle = {Proceedings of the 2003 10th IEEE International Conference on Electronics, Circuits and Systems, 2003 (ICECS 2003)}, volume = {3}, publisher = {IEEE}, pages = {1054--1057}, month = {December}, year = {2003} } @article{Abido03a, author = {M. A. Abido}, title = {{A Niched Pareto Genetic Algorithm for multiobjective environmental/economic dispatch}}, journal = {International Journal of Electrical Power \& Energy Systems}, volume = {25}, number = {2}, pages = {97--105}, month = {February}, year = {2003} } @article{Abido05, author = {M. A. Abido and J. M. Bakhashwain}, title = {{Optimal VAR dispatch using a multiobjective evolutionary algorithm}}, journal = {International Journal of Electrical Power \& Energy Systems}, volume = {27}, number = {1}, pages = {13--20}, month = {January}, year = {2005} } @article{Abido06, author = {M.A. Abido}, title = {Multiobjective {E}volutionary {A}lgorithms for {E}lectric {P}ower {D}ispatch {P}roblem}, journal = {IEEE Transactions on Evolutionary Computation}, volume = {10}, number = {3}, pages = {315--329}, month = {June}, year = {2006} } @inproceedings{Abido06a, author = {M.A. Abido}, title = {Multiobjective {O}ptimal {VAR} {D}ispatch {U}sing {S}trength {P}areto {E}volutionary {A}lgorithm}, booktitle = {2006 IEEE Congress on Evolutionary Computation (CEC'2006)}, pages = {2745--2751}, publisher = {IEEE}, address = {Vancouver, BC, Canada}, month = {July}, year = {2006} } @inproceedings{Abido07, author = {M.A. Abido}, title = {Two-{L}evel of {N}ondominated {S}olutions {A}pproach to {M}ultiobjective {P}article {S}warm {O}ptimization}, booktitle = {2007 Genetic and Evolutionary Computation Conference (GECCO'2007)}, editor = {Dirk Thierens}, pages = {726--733}, volume = {1}, publisher = {ACM Press}, address = {London, UK}, month = {July}, year = {2007} } @article{Abido09, author = {M. 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Jain}, pages = {47--82}, publisher = {Springer}, series = {Studies in Computational Intelligence (SCI)}, address = {Berlin}, year = {2010}, note = {ISBN 978-3-642-01799-5} } @article{Abido10, author = {M. A. Abido}, title = {{Multiobjective particle swarm optimization with nondominated local and global sets}}, journal = {Natural Computing}, volume = {9}, number = {3}, pages = {747--766}, month = {September}, year = {2010 } } @ARTICLE{Abido11, author = {M. A. Abido and Ashraf M. Elazouni}, title = {{Multiobjective Evolutionary Finance-Based Scheduling: Entire Projects' Portfolio}}, journal = {Journal of Computing in Civil Engineering}, volume = {25}, number = {1}, pages = {85--97}, month = {January-February}, year = {2011} } @incollection{Abido11a, author = {M.A. Abido}, title = {{Multiobjective Particle Swarm Optimization for Optimal Power Flow Problem}}, booktitle = {Handbook of Swarm Intelligence. Concepts, Principles and Applications}, editor = {Bijaya Ketan Panigrahi and Yuhui Shi and Meng-Hiot Lim}, pages = {241--268}, publisher = {Springer-Verlag}, address = {Berlin, Germany}, year = {2011}, note = {ISBN 978-3-642-17389-9} } @ARTICLE{Aboulaich10, author = {R. Aboulaich and R. Ellaia and S. {El Moumen}}, title = {{The Mean-Variance-CVaR model for Portfolio Optimization Modeling using a Multi-Objective Approach Based on a Hybrid Method}}, journal = {Mathematical Modelling of Natural Phenomena}, volume = {5}, number = {7}, pages = {103--108}, year = {2010} } @inproceedings{Abraham04, author = {J.A.R. Abraham and I.C. Parmee}, title = {Extraction of {E}merging {M}ulti-{O}bjective {D}esign {I}nformation from {COGA} {D}ata}, booktitle = {Adaptive Computing in Design and Manufacture VI}, editor = {I.C. 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Fleming}, title = {An {A}daptive {M}emetic {A}lgorithm for {E}nhanced {D}iversity}, booktitle = {Adaptive Computing in Design and Manufacture 2006. Proceedings of the Seventh International Conference}, editor = {I.C. Parmee}, publisher = {The Institute for People-centred Computation}, pages = {251--254}, address = {Bristol, UK}, month = {April}, year = {2006} } @inproceedings{Adra07, author = {Salem F. Adra and Ian Griffin and Peter J. Fleming}, title = {A {C}omparative {S}tudy of {P}rogressive {P}reference {A}rticulation {T}echniques for {M}ultiobjective {O}ptimisation}, booktitle = {Evolutionary Multi-Criterion Optimization, 4th International Conference, EMO 2007}, editor = {Shigeru Obayashi and Kalyanmoy Deb and Carlo Poloni and Tomoyuki Hiroyasu and Tadahiko Murata}, pages = {908--921}, publisher = {Springer. Lecture Notes in Computer Science Vol. 4403}, address = {Matshushima, Japan}, month = {March}, year = {2007} } @inproceedings{Adra07a, author = {Salem F. 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Gupta}, title = {{Jumping gene adaptations of NSGA-II and their use in the multi-objective optimal design of shell and tube heat exchangers}}, journal = {Chemical Engineering Research \& Design}, volume = {86}, number = {A2}, pages = {123--139}, month = {February}, year = {2008} } @ARTICLE{Agarwal08a, author = {Aaditya Agarwal and Santosh K. Gupta}, title = {{Multiobjective optimal design of heat exchanger networks using new adaptations of the elitist nondominated sorting genetic algorithm, NSGA-II}}, journal = {Industrial \& Engineering Chemistry Research}, volume = {47}, number = {10}, pages = {3489--3501}, month = {May 21}, year = {2008} } @article{Agarwal09, author = {Akash Agarwal and Frank Pettersson and Arunima Singh and Chang Sun Kong and Henrik Sax\'{e}n and Krishna Rajan and Shuichi Iwata and Nirupam Chakraborti}, title = {{Identification and Optimization of AB$_2$ Phases Using Principal Component Analysis, Evolutionary Neural Nets, and Multiobjective Genetic Algorithms}}, journal = {Materials and Manufacturing Processes}, volume = {24}, number = {3}, pages = {274--281}, month = {March}, year = {2009} } @ARTICLE{Agarwal10, author = {A. Agarwal and U. Tewary and F. Pettersson and S. Das and H. Saxen and N. Chakraborti}, title = {{Analysing blast furnace data using evolutionary neural network and multiobjective genetic algorithms}}, journal = {Ironmaking \& Steelmaking}, volume = {37}, number = {5}, pages = {353--359}, month = {July}, year = {2010} } @ARTICLE{Agastra11, author = {Elson Agastra and Leonardo Lucci and Renzo Nesti and Giuseppe Pelosi and Stefano Selleri}, title = {{Modified NSGA-II Algorithm for Multiobjective Optimization of Compact High-Efficiency Square Horns}}, journal = {International Journal of RF and Microwave Computer-Aided Engineering}, volume = {21}, number = {2}, pages = {174--181}, month = {March}, year = {2011} } @inproceedings{Aggarwal07, author = {Varun Aggarwal and Una-May O'Reilly}, title = {{COSMO}: {A} {C}orrelation {S}ensitive {M}utation {O}perator for {M}ulti-{O}bjective {O}ptimization}, booktitle = {2007 Genetic and Evolutionary Computation Conference (GECCO'2007)}, editor = {Dirk Thierens}, pages = {741--748}, volume = {1}, publisher = {ACM Press}, address = {London, UK}, month = {July}, year = {2007} } @article{Aggelogiannaki07, author = {Eleni Aggelogiannaki and Haralarnbos Sarimveis}, title = {Simulated annealing algorithm for prioritized multiobjective optimization-implementation in an adaptive model predictive control configuration}, journal = {IEEE Transactions on Systems, Man, and Cybernetics Part B--Cybernetics}, volume = {37}, number = {4}, pages = {902--915}, month = {August}, year = {2007} } @article{Aghezzaf09, author = {Brahim Aghezzaf and Mohamed Naimi}, title = {{The two-stage recombination operator and its application to the multiobjective 0/1 knapsack problem: A comparative study}}, journal = {Computers \& Operations Research}, volume = {36}, number = {12}, pages = {3247--3262}, month = {December}, year = {2009} } @article{Agrafiotis00, author = {D. 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Gupta}, title = {{Design stage optimization of an industrial low-density polyethylene tubular reactor for multiple objectives using NSGA-II and its jumping gene adaptations}}, journal = {Chemical Engineering Science}, volume = {62}, number = {9}, pages = {2346--2365}, month = {May}, year = {2007} } @article{Agrawal08, author = {Shubham Agrawal and Yogesh Dashora and Manoj Kumar Tiwari and Young-Jun Son}, title = {{Interactive Particle Swarm: A Pareto-Adaptive Metaheuristic to Multiobjective Optimization}}, journal = {IEEE Transactions on Systems, Man, and Cybernetics Part A--Systems and Humans}, volume = {38}, number = {2}, pages = {258--277}, month = {March}, year = {2008} } @article{Agrawal08a, author = {Shubham Agrawal and B.K. Panigrahi and Manoj Kumar Tiwari}, title = {{Multiobjective Particle Swarm Algorithm with Fuzzy Clustering for Electrical Power Dispatch}}, journal = {IEEE Transactions on Evolutionary Computation}, volume = {12}, number = {5}, pages = {529--541}, month = {October}, year = {2008} } @inproceedings{Aguilar99, author = {Jose Aguilar and Pablo Miranda}, title = {Approaches {B}ased on {G}enetic {A}lgorithms for {M}ultiobjective {O}ptimization {P}roblems}, booktitle = {GECCO--99: Proceedings of the Genetic and Evolutionary Computation Conference}, editor = {Wolfgang Banzhaf and Jason Daida and Agoston E. Eiben and Max H. Garzon and Vasant Honavar and Mark Jakiela and Robert E. 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Gonzalez Huerta}, title = {{An AHP-based decision-making tool for the solution of multiproduct batch plant design problem under imprecise demand}}, journal = {Computers \& Operations Research}, volume = {36}, number = {3}, pages = {711--736}, month = {March}, year = {2009} } @incollection{Aguirre01, author = {Hern\'{a}n E. Aguirre and Kiyoshi Tanaka and Tatsuo Sugimura and Shinjiro Oshita}, key = {Aguirre et al., 2001}, booktitle = {First International Conference on Evolutionary Multi-Criterion Optimization}, title = {Halftone {I}mage {G}eneration with {I}mproved {M}ultiobjective {G}enetic {A}lgorithm}, editor = {Eckart Zitzler and Kalyanmoy Deb and Lothar Thiele and Carlos A. Coello Coello and David Corne}, publisher = {Springer-Verlag. Lecture Notes in Computer Science No. 1993}, pages = {501--515}, year = {2001} } @phdthesis{Aguirre03, author = {Hern\'{a}n Eduardo {Aguirre Dur\'{a}n}}, title = {Generational {P}arallel {V}arying {M}utation {GA}s and their {A}pplications}, school = {Shinshu University}, address = {Japan}, month = {March}, year = {2003} } @article{Aguirre04, author = {Arturo {Hern\'{a}ndez Aguirre} and Salvador {Botello Rionda} and Carlos A. {Coello Coello} and Giovanni {Liz\'{a}rraga Liz\'{a}rraga} and Efr\'{e}n {Mezura Montes}}, title = {Handling {C}onstraints using {M}ultiobjective {O}ptimization {C}oncepts}, journal = {International Journal for Numerical Methods in Engineering}, volume = {59}, number = {15}, pages = {1989--2017}, month = {April}, year = {2004} } @inproceedings{Aguirre04a, author = {Arturo Hern\'{a}ndez Aguirre and Ricardo S. Zebulum and Carlos A. {Coello Coello}}, title = {Evolutionary {M}ultiobjective {D}esign targeting a {F}ield {P}rogrammable {T}ransistor {A}rray}, booktitle = {Proceedings of the 2004 NASA/DoD Conference on Evolvable Hardware}, editor = {Ricardo S. Zebulum and David Gwaltney and Gregory Hornby and Didier Keymeulen and Jason Lohn and Adrian Stoica}, pages = {199--205}, publisher = {IEEE Computer Society}, address = {Los Alamitos, California, USA}, month = {June}, year = {2004} } @inproceedings{Aguirre04b, author = {Hern\'{a}n E. Aguirre and Masahiko Sato and Kiyoshi Tanaka}, title = {Preliminary {S}tudy on the {P}erformance of {M}ulti-objective {E}volutionary {A}lgorithms with {MNK}-{L}andscapes}, booktitle = {Proceedings of the 2004 RISP International Workshop on Nonlinear Circuits and Signal Processing (NCSP 2004)}, publisher = {The Research Institute of Signal Processing Japan}, pages = {315--318}, address = {Hawaii, USA}, month = {March}, year = {2004} } @inproceedings{Aguirre04c, author = {Hern\'{a}n E. Aguirre and Kiyoshi Tanaka}, title = {Insights on {P}roperties of {M}ultiobjective {MNK}-{L}andscapes}, booktitle = {2004 Congress on Evolutionary Computation (CEC'2004)}, publisher = {IEEE Service Center}, volume = {1}, pages = {196--203}, address = {Portland, Oregon, USA}, month = {June}, year = {2004} } @inproceedings{Aguirre04d, author = {Arturo Hern\'{a}ndez Aguirre and Salvador Botello Rionda and Carlos A. Coello Coello}, title = {{PASSSS}: {A}n {I}mplementation of a {N}ovel {D}iversity {S}trategy for {H}andling {C}onstraints}, booktitle = {2004 Congress on Evolutionary Computation (CEC'2004)}, publisher = {IEEE Service Center}, volume = {1}, pages = {403--410}, address = {Portland, Oregon, USA}, month = {June}, year = {2004} } @inproceedings{Aguirre04e, author = {Hern\'{a}n E. Aguirre and Kiyoshi Tanaka}, title = {Effects of {E}litism and {P}opulation {C}limbing on {M}ultiobjective {MNK}-{L}andscapes}, booktitle = {2004 Congress on Evolutionary Computation (CEC'2004)}, publisher = {IEEE Service Center}, volume = {1}, pages = {449--456}, address = {Portland, Oregon, USA}, month = {June}, year = {2004} } @incollection{Aguirre04f, author = {Arturo {Hern\'{a}ndez Aguirre} and Salvador {Botello Rionda}}, title = {Evolutionary {M}ulti-{O}bjective {O}ptimization of {T}russes}, booktitle = {Applications of Multi-Objective Evolutionary Algorithms}, editor = {Carlos A. {Coello Coello} and Gary B. Lamont}, pages = {201--226}, publisher = {World Scientific}, address = {Singapore}, year = {2004} } @article{Aguirre05, author = {H. Aguirre and K. Tanaka}, title = {Random bit climbers on multiobjective {MNK}-{L}andscapes: {E}ffects of memory and population climbing}, journal = {IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences}, volume = {E88A}, number = {1}, pages = {334--345}, month = {January}, year = {2005} } @inproceedings{Aguirre05a, author = {Hern\'{a}n Aguirre and Kiyoshi Tanaka}, title = {Selection, {D}rift, {R}ecombination, and {M}utation in {M}ultiobjective {E}volutionary {A}lgorithms on {S}calable {MNK}-{L}andscapes}, booktitle = {Evolutionary Multi-Criterion Optimization. Third International Conference, EMO 2005}, editor = {Carlos A. {Coello Coello} and Arturo {Hern\'{a}ndez Aguirre} and Eckart Zitzler}, publisher = {Springer. Lecture Notes in Computer Science Vol. 3410}, pages = {355--369}, address = {Guanajuato, M\'{e}xico}, month = {March}, year = {2005} } @article{Aguirre07, author = {Hern\'{a}n E. Aguirre and Kiyoshi Tanaka}, title = {Working principles, behavior, and performance of {MOEA}s on {MNK}-landscapes}, journal = {European Journal of Operational Research}, volume = {181}, number = {3}, pages = {1670--1690}, month = {16 September}, year = {2007} } @inproceedings{Aguirre07a, author = {Hern\'{a}n Aguirre and Hiroyuki Okazaki and Yasushi Fuwa}, title = {An {E}volutionary {M}ultiobjective {A}pproach to {D}esign {H}ighly {N}on-linear {B}oolean {F}unctions}, booktitle = {2007 Genetic and Evolutionary Computation Conference (GECCO'2007)}, editor = {Dirk Thierens}, pages = {749--756}, volume = {1}, publisher = {ACM Press}, address = {London, UK}, month = {July}, year = {2007} } @incollection{Aguirre09, author = {Hern\'{a}n Aguirre and Kiyoshi Tanaka}, title = {{Many-Objective Optimization by Space Partitioning and Adaptive $\epsilon$-Ranking on MNK-Landscapes}}, booktitle = {Evolutionary Multi-Criterion Optimization. 5th International Conference, EMO 2009}, publisher = {Springer. 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Anchor and Jesse B. Zydallis and Gregg H. Gunsch and Gary B. Lamont}, title = {Extending the {C}omputer {D}efense {I}mmune {S}ystem: {N}etwork {I}ntrusion {D}etection with a {M}ultiobjective {E}volutionary {P}rogramming {A}pproach}, booktitle = {First International Conference on Artificial Immune Systems (ICARIS'2002)}, editor = {Jonathan Timmis and Peter J. Bentley}, publisher = {University of Kent at Canterbury, UK}, pages = {12--21}, month = {September}, note = {ISBN 1-902671-32-5}, year = {2002} } @inproceedings{Anchor03, author = {Kevin P. Anchor and Jesse B. Zydallis and Gregg H. Gunsch and Gary B. Lamont}, title = {Different {M}ulti-objective {E}volutionary {P}rogramming {A}pproaches for {D}etecting {C}omputer {N}etwork {A}ttacks}, booktitle = {Evolutionary Multi-Criterion Optimization. Second International Conference, EMO 2003}, editor = {Carlos M. Fonseca and Peter J. Fleming and Eckart Zitzler and Kalyanmoy Deb and Lothar Thiele}, publisher = {Springer. Lecture Notes in Computer Science. Volume 2632}, pages = {707--721}, address = {Faro, Portugal}, month = {April}, year = {2003} } @techreport{Anderson96, author = {Murray B. Anderson and Glenn A. Gerbert}, institution = {AIAA}, title = {Using {P}areto {G}enetic {A}lgorithms for {P}reliminary {S}ubsonic {W}ing {D}esign}, address = {Washington, D.C.}, number = {AIAA-96-4023-CP}, year = {1996} } @inproceedings{Anderson96a, author = {M. B. Anderson and W. R. Lawrence and G. A. Gebert}, booktitle = {4th Aerospace Sciences Meeting and Exhibit}, key = {Anderson et al., 1996a}, title = {Using an {E}litist {P}areto {G}enetic {A}lgorithm for {A}erodynamic {D}ata {E}xtraction}, publisher = {AIAA Paper 96-0514}, address = {Reno, Nevada}, month = {January}, year = {1996} } @inproceedings{Anderson96b, author = {M. B. Anderson and W. R. Lawrence}, booktitle = {AIAA Atmospheric Flight Mechanics Conference}, key = {Anderson \& Lawrence, 1996b}, title = {Launch {C}onditions and {A}erodynamic {D}ata {E}xtraction {B}y {A}n {E}litist {P}areto {G}enetic {A}lgorithm}, publisher = {AIAA Paper 96-3361}, address = {San Diego, California}, month = {July}, year = {1996} } @inproceedings{Anderson96c, author = {Murray B. Anderson}, booktitle = {6th AIAA/NASA/USAF Multidisciplinary Analysis and Optimization Symposium}, key = {Anderson, 1996c}, title = {Using {P}areto {G}enetic {A}lgorithms for {P}reliminary {S}ubsonic {W}ing {D}esign}, publisher = {AIAA Paper 96-4023}, address = {Bellevue, Washington}, month = {September}, year = {1996} } @inproceedings{Anderson98, author = {Jessica M. Anderson and Tessa M. Sayers and M. G. H. Bell}, booktitle = {Proceedings of the Ninth International Conference on Road Transport Information and Control}, key = {Anderson et al., 1998}, title = {Optimization of a {F}uzzy {L}ogic {T}raffic {S}ignal {C}ontroller by a {M}ultiobjective {G}enetic {A}lgorithm}, publisher = {IEE}, pages = {186--190}, address = {London}, month = {April}, year = {1998} } @inproceedings{Anderson99, author = {Murray B. Anderson and J. E. Burkhalter and R. M. Jenkins}, booktitle = {AIAA Aerospace Sciences Meeting and Exhibit}, key = {Anderson et al., 1999}, title = {Missile {A}erodynamic {S}hape {O}ptimization {U}sing {G}enetic {A}lgorithms}, publisher = {AIAA Paper 99-0261}, address = {Reno, Nevada}, month = {January}, year = {1999} } @article{Anderson00, author = {M.B. Anderson and J.E. Burkhalter and R.M. Jenkins}, title = {Missile {A}erodynamic {S}hape {O}ptimization {U}sing {G}enetic {A}lgorithms}, journal = {Journal of Spacecraft and Rockets}, volume = {37}, number = {5}, month = {September-October}, pages = {663--669}, year = {2000} } @article{Anderson05, author = {S.R. Anderson and V. Kadirkamanathan and A. Chipperfield and V. Sharifi and J. Swithenbank}, title = {Multi-objective optimization of operational variables in a waste incineration plant}, journal = {Computers \& Chemical Engineering}, volume = {29}, number = {5}, pages = {1121--1130}, month = {April}, year = {2005} } @inproceedings{Andersson98, author = {Johan Andersson and Jochen Pohl and Petter Krus}, title = {Design of {O}bjective {F}unctions for {O}ptimization of {M}ulti-domain {S}ystems}, booktitle = {Proceedings of the 1998 ASME Winter Meeting}, publisher = {ASME Press}, address = {Anaheim, California}, month = {November}, year = {1998} } @techreport{Andersson00, author = {Johan Andersson}, address = {Link\"{o}ping, Sweden}, institution = {Department of Mechanical Engineering, Link\"{o}ping University}, key = {Andersson, 2000}, number = {LiTH-IKP-R-1097}, title = {A {S}urvey of {M}ultiobjective {O}ptimization in {E}ngineering {D}esign}, year = {2000} } @inproceedings{Andersson00a, author = {Johan Andersson and Petter Krus and David Wallace}, title = {Multi-{O}bjective {O}ptimization of {H}ydraulic {A}ctuation {S}ystems}, booktitle = {Proceedings of the 2000 ASME Design Automation Conference}, publisher = {ASME Press}, address = {Baltimore, Maryland}, month = {September}, year = {2000} } @phdthesis{Andersson01, author = {Johan Andersson}, address = {Link\"{o}ping, Sweden}, key = {Andersson, 2001}, school = {Division of Fluid and Mechanical Engineering Systems. Department of Mechanical Engineering. Link\"{o}ping Universitet}, title = {Multiobjective {O}ptimization in {E}ngineering {D}esign---Applications to {F}luid {P}ower {S}ystems}, year = {2001} } @inproceedings{Andersson01a, author = {Johan Andersson and Petter Krus}, title = {Metamodel {R}epresentations for {R}obustness {A}ssessment in {M}ultiobjective {O}ptimization}, booktitle = {Proceedings of the 13th International Conference on Engineering Design (ICED 01)}, address = {Glasgow, UK}, month = {August}, year = {2001} } @incollection{Andersson01b, author = {Johan Andersson and Peter Krus}, booktitle = {First International Conference on Evolutionary Multi-Criterion Optimization}, title = {Multiobjective {O}ptimization of {M}ixed {V}ariable {D}esign {P}roblems}, editor = {Eckart Zitzler and Kalyanmoy Deb and Lothar Thiele and Carlos A. Coello Coello and David Corne}, publisher = {Springer-Verlag. Lecture Notes in Computer Science No. 1993}, pages = {624--638}, year = {2001} } @article{Andersson02, author = {Johan Andersson and David Wallace}, title = {Pareto optimization using the struggle genetic crowding algorithm}, journal = {Engineering Optimization}, volume = {34}, number = {6}, pages = {623--643}, month = {December}, year = {2002} } @inproceedings{Andersson02a, author = {Johan Andersson}, title = {Sensitivity {A}nalysis in {P}areto {O}ptimal {D}esign}, booktitle = {Proceedings of the 4th Asia-Pacific Conference on Simulated Evolution and Learning (SEAL'02)}, editor = {Lipo Wang and Kay Chen Tan and Takeshi Furuhashi and Jong-Hwan Kim and Xin Yao}, volume = {1}, pages = {156--161}, publisher = {Nanyang Technical University}, address = {Orchid Country Club, Singapore}, month = {November}, year = {2002} } @inproceedings{Andersson03, author = {Johan Andersson}, title = {Applications of a {M}ulti-objective {G}enetic {A}lgorithm to {E}ngineering {D}esign {P}roblems}, booktitle = {Evolutionary Multi-Criterion Optimization. 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Workshop Program}, address = {San Francisco, California}, pages = {393--396}, month = {July}, year = {2001} } @inproceedings{Ang01a, author = {Kiam Heong Ang and Yun Li and Kay Chen Tan}, booktitle = {Proceedings of the International Conference on Computational Intelligence for Modelling and Automation (CIMCA'2001)}, title = {Multi-{O}bjective {B}enchmark {F}unctions and {B}enchmark {S}tudies for {E}volutionary {C}omputation}, address = {Las Vegas, Nevada}, month = {July}, pages = {132--139}, year = {2001} } @inproceedings{Ang02, author = {Kiam Heong Ang and Gregory Chong and Yun Li}, title = {Preliminary {S}tatement on the {C}urrent {P}rogress of {M}ulti-{O}bjective {E}volutionary {A}lgorithm {P}erformance {M}easurement}, booktitle = {Congress on Evolutionary Computation (CEC'2002)}, volume = {2}, address = {Piscataway, New Jersey}, pages = {1139--1144}, publisher = {IEEE Service Center}, month = {May}, year = {2002} } @incollection{Ang04, author = {Kiam Heong Ang and Gregory Chong and Yun Li}, title = {Visualization {T}echnique for {A}nalyzing {N}on-dominant {P}areto {O}ptimality}, booktitle = {Recent Advances in Simulated Evolution and Learning}, editor = {Kay Chen Tan and Meng Hiot Lim and Xin Yao and Lipo Wang}, pages = {327--346}, publisher = {World Scientific}, address = {Singapore}, year = {2004} } @inproceedings{Ang07, author = {J. 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Studies in Computational Intelligence Vol. 136}, month = {}, year = {2008} } @inproceedings{Bradstreet05, author = {Lucas Bradstreet and Luigi Barone and Lyndon While}, title = {Map-labelling with a {M}ulti-objective {E}volutionary {A}lgorithm}, booktitle = {2005 Genetic and Evolutionary Computation Conference (GECCO'2005)}, editor = {Hans-Georg Beyer et al.}, pages = {1937--1944}, publisher = {ACM Press}, volume = {2}, address = {New York, USA}, month = {June}, year = {2005} } @inproceedings{Bradstreet06, author = {Lucas Bradstreet and Luigi Barone and Lyndon While}, title = {Maximising {H}ypervolume for {S}election in {M}ulti-objective {E}volutionary {A}lgorithms}, booktitle = {2006 IEEE Congress on Evolutionary Computation (CEC'2006)}, pages = {6208--6215}, publisher = {IEEE}, address = {Vancouver, BC, Canada}, month = {July}, year = {2006} } @inproceedings{Bradstreet07, author = {Lucas Bradstreet and Luigi Barone and Lyndon While and Simon Huband and Philip Hingston}, title = {Use of the {WFG} {T}oolkit and {PISA} for {C}omparison of {MOEA}s}, booktitle = {Proceedings of the 2007 IEEE Symposium on Computational Intelligence in Multicriteria Decision Making (MCDM'2007)}, pages = {382--389}, publisher = {IEEE Press}, address = {Honolulu, Hawaii, USA}, month = {April}, year = {2007} } @inproceedings{Bradstreet07a, author = {Lucas Bradstreet and Lyndon While and Luigi Barone}, title = {{Incrementally Maximising Hypervolume for Selection in Multi-Objective Evolutionary Algorithms}}, booktitle = {2007 IEEE Congress on Evolutionary Computation (CEC'2007)}, pages = {3203--3210}, publisher = {IEEE Press}, address = {Singapore}, month = {September}, year = {2007} } @article{Bradstreet08, author = {Lucas Bradstreet and Lyndon While and Luigi Barone}, title = {{A Fast Incremental Hypervolume Algorithm}}, journal = {IEEE Transactions on Evolutionary Computation}, volume = {12}, number = {6}, pages = {714--723}, month = {December}, year = {2008} } @inproceedings{Bradstreet09, author = {Lucas Bradstreet and Luigi Barone and Lyndon While}, title = {{Updating Exclusive Hypervolume Contributions Cheaply}}, booktitle = {2009 IEEE Congress on Evolutionary Computation (CEC'2009)}, address = {Trondheim, Norway}, publisher = {IEEE Press}, pages = {538--544}, month = {May}, year = {2009} } @inproceedings{Bradstreet10, author = {Lucas Bradstreet and Lyndon While and Luigi Barone}, title = {{A Fast Many-objective Hypervolume Algorithm using Iterated Incremental Calculations}}, booktitle = {2010 IEEE Congress on Evolutionary Computation (CEC'2010)}, pages = {179--186}, publisher = {IEEE Press}, address = {Barcelona, Spain}, month = {July 18--23}, year = {2010} } @incollection{Braembussche08, author = {Ren\'{e} A. {Van den Braembussche}}, title = {{Numerical Optimization for Advanced Turbomachinery Design}}, booktitle = {Optimization and Computational Fluid Dynamics}, editor = {Dominique Th\'{e}venin and G\'{a}bor Janiga}, pages = {147--189}, chapter = {6}, publisher = {Springer-Verlag}, address = {Berlin}, year = {2008} } @incollection{Braga06, author = {Ant\^{o}nio P\'{a}dua Braga and Ricardo H.C. Takahashi and Marcelo Azevedo Costa and Roselito de Albuquerque Teixeira}, title = {Multi-{O}bjective {A}lgorithms for {N}eural {N}etworks {L}earning}, booktitle = {Multi-Objective Machine Learning}, editor = {Yaochu Jin}, pages = {151--171}, publisher = {Springer. Studies in Computational Intelligence, Volume 16}, address = {Berlin}, year = {2006} } @article{Bramanti01, author = {A. Bramanti and P. Di Barba and M. Farina and A. Savini}, title = {{Combining Response Surfaces and Evolutionary Strategies for Multiobjective Pareto-Optimization in Electromagnetics}}, journal = {International Journal of Applied Electromagnetics and Mechanics}, volume = {15}, number = {1-4}, pages = {231--236}, year = {2001} } @inproceedings{Brandte04, author = {Oliver Brandte and Sergey Malinchik}, title = {A {B}road and {N}arrow {A}pproach to {I}nteractive {E}volutionary {D}esign - {A}n {A}ircraft {D}esign {E}xample}, booktitle = {Genetic and Evolutionary Computation--GECCO 2004. Proceedings of the Genetic and Evolutionary Computation Conference. Part II}, editor = {Kalyanmoy Deb et al.}, pages = {883--895}, publisher = {Springer-Verlag, Lecture Notes in Computer Science Vol. 3103}, address = {Seattle, Washington, USA}, month = {June}, year = {2004} } @techreport{Branke00, author = {J\"{u}rgen Branke and Thomas Kau\protect{\ss}ler and Hartmut Schmeck}, institution = {Institute f\"{u}r Angewandte Informatik und Formale Beschreibungsverfahren, Universit\"{a}t Karlsruhe}, address = {Karlsruhe, Germany}, key = {J\"{u}rgen et al., 2000}, number = {398}, month = {February}, title = {Guiding {M}ulti {O}bjective {E}volutionary {A}lgorithms {T}owards {I}nteresting {R}egions}, year = {2000} } @inproceedings{Branke00a, author = {J\"{u}rgen Branke and Thomas Kau\protect{\ss}ler and Hartmut Schmeck}, title = {Guiding {M}ulti-{O}bjective {E}volutionary {A}lgorithms {T}owards {I}nteresting {R}egions}, booktitle = {Fourth International Conference on Adaptive Computing in Design and Manufacture (ACDM 2000), Poster Proceedings}, editor = {Ian C. Parmee}, pages = {1--4}, month = {April}, publisher = {Plymouth Engineering Design Centre, University of Plymouth}, year = {2000} } @article{Branke01, author = {J\"{u}rgen Branke and Thomas Kau{\ss}ler and Harmut Schmeck}, title = {Guidance in {E}volutionary {M}ulti-{O}bjective {O}ptimization}, journal = {Advances in Engineering Software}, year = {2001}, volume = 32, pages = {499--507}, publisher = {Elsevier} } @inproceedings{Branke04, author = {J\"{u}rgen Branke and Hartmut Schmeck and Kalyanmoy Deb and Maheshwar Reddy}, title = {Parallelizing {M}ulti-{O}bjective {E}volutionary {A}lgorithms: {C}one {S}eparation}, booktitle = {2004 Congress on Evolutionary Computation (CEC'2004)}, publisher = {IEEE Service Center}, volume = {2}, pages = {1952--1957}, address = {Portland, Oregon, USA}, month = {June}, year = {2004} } @inproceedings{Branke04a, author = {J\"urgen Branke and Kalyanmoy Deb and Henning Dierolf and Matthias Osswald}, title = {Finding {K}nees in {M}ulti-{O}bjective {O}ptimization}, booktitle = {Parallel Problem Solving from Nature - PPSN VIII}, pages = {722--731}, publisher = {Springer-Verlag. 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Lecture Notes in Computer Science Vol. 5252}, address = {Berlin, Germany}, year = {2008} } @incollection{Branke09, author = {J\"{u}rgen Branke and Salvatore Greco and Roman Slowinski and Piotr Zielniewicz}, title = {{Interactive Evolutionary Multiobjective Optimization Using Robust Ordinal Regression}}, booktitle = {Evolutionary Multi-Criterion Optimization. 5th International Conference, EMO 2009}, publisher = {Springer. Lecture Notes in Computer Science Vol. 5467}, year = {2009}, editor = {Matthias Ehrgott and Carlos M. Fonseca and Xavier Gandibleux and Jin-Kao Hao and Marc Sevaux}, pages = {554--568}, address = {Nantes, France}, month = {April} } @article{Branke09a, author = {J. Branke and B. Scheckenbach and M. Stein and H. Schmeck}, title = {{Portfolio optimization with an envelope-based multi-objective evolutionary algorithm}}, journal = {European Journal of operational Research}, volume = {199}, number = {3}, pages = {684--693}, month = {December 16}, year = {2009} } @ARTICLE{Branke10, author = {J. Branke and S. Greco and R. Slowinski and P. Zielniewicz}, title = {{Interactive evolutionary multiobjective optimization driven by robust ordinal regression}}, journal = {Bulletin Of The Polish Academy Of Sciences-Technical Sciences}, volume = {58}, number = {3}, pages = {347-358}, month = {September}, year = {2010} } @article{Brar02, author = {Y. S. Brar and J. S. Dhillon and D. P. Kothari}, title = {{Multiobjective load dispatch by fuzzy logic based searching weightage pattern}}, journal = {Electric Power Systems Research}, volume = {63}, number = {2}, pages = {149--160}, month = {September 28}, year = {2002} } @article{Braglia09, author = {Marcello Braglia and Andrea Grassi}, title = {{A new heuristic for the flowshop scheduling problem to minimize makespan and maximum tardiness}}, journal = {International Journal of Production Research}, volume = {47}, number = {1}, pages = {273--288}, year = {2009} } @incollection{Brasil09, author = {Amaury T. Brasil Filho and Pl\'{a}cido R. Pinheiro and Andr\'{e} L.V. Coelho}, title = {{Towards the Early Diagnosis of Alzheimer's Disease via a Multicriteria Classification Model}}, booktitle = {Evolutionary Multi-Criterion Optimization. 5th International Conference, EMO 2009}, publisher = {Springer. Lecture Notes in Computer Science Vol. 5467}, year = {2009}, editor = {Matthias Ehrgott and Carlos M. Fonseca and Xavier Gandibleux and Jin-Kao Hao and Marc Sevaux}, pages = {393--406}, address = {Nantes, France}, month = {April} } @inproceedings{Brasil09a, author = {Amaury T. Brasil Filho and Placido R. Pinheiro and Andre L. V. Coelho and Nathanael C. Costa}, title = {{Comparison of Two Prototype-Based Multicriteria Classification Methods}}, booktitle = {2009 IEEE Symposium on Computational Intelligence in Multi-Criteria Decision-Making (MCDM'2009)}, address = {Nashville, TN, USA}, publisher = {IEEE Press}, pages = {133--140}, month = {March 30 - April 2}, year = {2009}, note = {ISBN 978-1-4244-2764-2} } @inproceedings{Brasil11, author = {Christiane Regina Soares Brasil and Alexandre Cl\'{a}udio Botazzo Delbem and Daniel Rodrigo Ferraz}, title = {{Investigating Relevant Aspects of MOEAs for Protein Structures Prediction}}, booktitle = {2011 Genetic and Evolutionary Computation Conference (GECCO'2011)}, pages = {705--712}, publisher = {ACM Press}, address = {Dublin, Ireland}, month = {July 12-16}, year = {2011} } @article{Braun09, author = {Jan Braun and Johannes Krettek and Frank Hoffmann and Torsten Bertram}, title = {{Multi-Objective Optimization with Controlled Model Assisted Evolution Strategies}}, journal = {Evolutionary Computation}, volume = {17}, number = {4}, pages = {577--593}, month = {Winter}, year = {2009} } @article{Braun09a, author = {Jan Braun and Frank Hoffman and Johannes Krettek and Torsten Bertram}, title = {{Model Assisted Multiobjective Optimization with lambda-Control}}, journal = {AT-Automatisierungstechnik}, volume = {57}, number = {3}, pages = {115--128}, year = {2009} } @inproceedings{Braun11, author = {Marlon Alexander Braun and Pradyumn Kumar Shukla and Hartmut Schmeck}, title = {{Preference Ranking Schemes in Multi-Objective Evolutionary Algorithms}}, booktitle = {Evolutionary Multi-Criterion Optimization, 6th International Conference, EMO 2011}, editor = {Ricardo H.C. 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Zhao}, key = {Brizuela et al., 2001}, booktitle = {First International Conference on Evolutionary Multi-Criterion Optimization}, title = {Multi-{O}bjective {F}low-{S}hop: {P}reliminary {R}esults}, editor = {Eckart Zitzler and Kalyanmoy Deb and Lothar Thiele and Carlos A. Coello Coello and David Corne}, publisher = {Springer-Verlag. Lecture Notes in Computer Science No. 1993}, pages = {443--457}, year = {2001} } @inproceedings{Brizuela03, author = {Carlos A. Brizuela and Rodrigo Aceves}, title = {Experimental {G}enetic {O}perators {A}nalysis for the {M}ulti-objective {P}ermutation {F}lowshop}, booktitle = {Evolutionary Multi-Criterion Optimization. Second International Conference, EMO 2003}, editor = {Carlos M. Fonseca and Peter J. Fleming and Eckart Zitzler and Kalyanmoy Deb and Lothar Thiele}, publisher = {Springer. Lecture Notes in Computer Science. 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Paquet}, title = {{Multi-Objective Optimization for SVM Model Selection}}, booktitle = {Ninth International Conference on Document Analysis and Recognition (ICDAR 2007)}, pages = {427--431}, publisher = {IEEE Computer Society}, address = {Curitiba, Paran\'{a}, Brazil}, month = {23-26 September}, year = {2007} } @article{Chatelain10, author = {Clement Chatelain and Sebastien Adam and Yves Lecourtier and Laurent Heutte and Thierry Paquet}, title = {{A multi-model selection framework for unknown and/or evolutive misclassification cost problems}}, journal = {Pattern Recognition}, volume = {43}, number = {3}, pages = {815--823}, month = {March}, year = {2010} } @article{Chattopadhyay94, author = {A. Chattopadhyay and C.E. 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Martins-Filho}, title = {{Multiobjective Physical Topology Design of All-Optical Networks Considering QoS and Capex}}, booktitle = {National Fiber Optic Engineers Conference (NFOEC)}, pages = {1--3}, publisher = {Optical Society of America}, address = {San Diego, California, USA}, month = {March 21-25}, year = {2010} } @article{Che08, author = {Z. H. Che and H. S. Wang}, title = {{Supplier selection and supply quantity allocation of common and non-common parts with multiple criteria under multiple products}}, journal = {Computers \& Industrial Engineering}, volume = {55}, number = {1}, pages = {110--133}, month = {August}, year = {2008} } @ARTICLE{Che10, author = {Zhen-Hua Che}, title = {{A Two-Phase Hybrid Approach to Supplier Selection Through Cluster Analysis With Multiple Dimensions}}, journal = {International Journal of Innovative Computing Information and Control}, volume = {6}, number = {9}, pages = {4093--4111}, month = {September}, year = {2010} } @ARTICLE{Che10a, author = {Z. H. Che and C. J. Chiang}, title = {{A modified Pareto genetic algorithm for multi-objective build-to-order supply chain planning with product assembly}}, journal = {Advances in Engineering Software}, volume = {41}, number = {7-8}, pages = {1011--1022}, month = {July-August}, year = {2010} } @article{Chedly09, author = {S. Chedly and A. Chettah and M. N. Ichchou}, title = {{Multiobjective Optimization of Molded LDPE Foams Characteristics Using Genetic Algorithm}}, journal = {Journal of Applied Polymer Science}, volume = {114}, number = {1}, pages = {358--368}, month = {October 5}, year = {2009} } @inproceedings{Cheeneebash08, author = {Jayrani Cheeneebash and Jose Antonio Lozano and Harry Coomar Shumsher Rughooputh}, title = {{A Multi-Objective Approach to the Channel Assignment Problem}}, booktitle = {2008 Congress on Evolutionary Computation (CEC'2008)}, pages = {3914--3917}, publisher = {IEEE Service Center}, address = {Hong Kong}, month = {June}, year = {2008} } @article{Chen96, author = {Yan Chen and Masakuni Narita and Masashi Tsuji and Sangduk Sa}, journal = {Health Physics}, key = {Chen et al., 1996}, number = {2}, month = {February}, title = {A {G}enetic {A}lgorithm {A}pproach to {O}ptimization for the {R}adiological {W}orker {A}llocation {P}roblem}, volume = {70}, pages = {180--186}, year = {1996} } @techreport{Chen97, author = {Kay Chen Tan and Yun Li}, address = {Glasglow, Scotland}, institution = {Department of Electronics and Electrical Engineering, University of Glasglow}, key = {Chen \& Li, 1997}, number = {CSC-97007}, title = {Multi-{O}bjective {G}enetic {A}lgorithm {B}ased {T}ime and {F}requency {D}omain {D}esign {U}nification of {L}inear {C}ontrol {S}ystems}, year = {1997} } @inproceedings{Chen97a, author = {Kay Chen Tan and Yun Li}, address = {Kuala Lumpur, Malaysia}, booktitle = {Proceedings of the IFAC/IEEE International Symposium on Artificial Intelligence in Real-Time Control}, key = {Chen \& Li, 1997a}, month = {September}, pages = {61--66}, title = {Multi-{O}bjective {G}enetic {A}lgorithm {B}ased {T}ime and {F}requency {D}omain {D}esign {U}nification of {L}inear {C}ontrol {S}ystems}, year = {1997} } @ARTICLE{Chen97b, author = {M. W. Chen and A. M. S. Zalzala}, title = {{A genetic approach to motion planning of redundant mobile manipulator systems considering safety and configuration}}, journal = {Journal of Robotic Systems}, volume = {14}, number = {7}, pages = {529--544}, month = {July}, year = {1997} } @article{Chen98, author = {H. W. Chen and Ni-Bin Chang}, title = {Water pollution control in the river basin by fuzzy genetic algorithm-based multiobjective programming modeling}, journal = {Water Science and Technology}, volume = {37}, number = {8}, pages = {55--63}, year = {1998} } @article{Chen99, author = {Yun-Wen Chen and Gwo-Hshiung Tzeng}, title = {A {F}uzzy {M}ulti-objective {M}odel for {R}econstructing the {P}ost-quake {R}oad-network by {G}enetic {A}lgorithm}, journal = {International Journal of Fuzzy Systems}, volume = {1}, number = {2}, pages = {85--95}, month = {December}, year = {1999} } @techreport{Chen01, author = {Xianming Chen}, title = {Pareto {T}ree {S}earching {G}enetic {A}lgorithm: {A}pproaching {P}areto {O}ptimal {F}ront by {S}earching {P}areto {O}ptimal {T}ree}, number = {NK-CS-2001-002}, institution = {Department of Computer Science, Nankai University}, address = {Tianjin, China}, year = {2001} } @inproceedings{Chen01a, author = {Jian-Hung Chen and Shinn-Ying Ho}, title = {Multi-{O}bjective {O}ptimization of {F}lexible {M}anufacturing {S}ystems}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2001)}, editor = {Lee Spector and Erik D. Goodman and Annie Wu and W.B. Langdon and Hans-Michael Voigt and Mitsuo Gen and Sandip Sen and Marco Dorigo and Shahram Pezeshk and Max H. Garzon and Edmund Burke}, pages = {1260--1267}, publisher = {Morgan Kaufmann Publishers}, address = {San Francisco, California}, year = {2001} } @article{Chen01b, author = {W. C. Chen and N. B. Chang and W. K. Shieh}, title = {{Advanced hybrid fuzzy-neural controller for industrial wastewater treatment}}, journal = {Journal of Environmental Engineering-ASCE}, volume = {127}, number = {11}, pages = {1048--1059}, month = {November}, year = {2001} } @inproceedings{Chen02, author = {Jian-Hung Chen and David E. Goldberg and Shinn-Ying Ho and Kumara Sastry}, title = {Fitness {I}nheritance in {M}ulti-{O}bjective {O}ptimization}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2002)}, editor = {W.B. Langdon and E. Cant\'{u}-Paz and K. Mathias and R. Roy and D. Davis and R. Poli and K. Balakrishnan and V. Honavar and G. Rudolph and J. Wegener and L. Bull and M.A. Potter and A.C. Schultz and J.F. Miller and E. Burke and N. Jonoska}, pages = {319--326}, publisher = {Morgan Kaufmann Publishers}, address = {San Francisco, California}, month = {July}, year = {2002} } @inproceedings{Chen04, author = {Anthony Chen and Piya Chootinan and Surachet Pravinvongvuth}, title = {An {E}volutionary {A}pproach for {F}inding {O}ptimal {A}utomatic {V}ehicle {I}dentification {R}eader {L}ocations in {T}ransportation {N}etworks}, booktitle = {2004 Congress on Evolutionary Computation (CEC'2004)}, publisher = {IEEE Service Center}, volume = {1}, pages = {181--187}, address = {Portland, Oregon, USA}, month = {June}, year = {2004} } @phdthesis{Chen04a, author = {Jian-Hung Chen}, title = {Theory and Applications of Efficient Multi-Objective Evolutionary Algorithms}, school = {College of Information and Electrical Engineering of the Feng Chia University}, address = {Taichung, Taiwan, R.O.C.}, year = {2004} } @inproceedings{Chen04b, author = {Jian-Hung Cheng and Hung-Ming Chen and Shinn-Ying Ho}, title = {Design of {N}earest {N}eighbor {C}lassifiers {U}sing an {I}ntelligent {M}ulti-objective {E}volutionary {A}lgorithm}, booktitle = {PRICAI 2004: Trends in Artificial Intelligence. 8th Pacific Rim International Conference on Artificial Intelligence}, editor = {Chengqi Zhang and Hans W. Guesgen and Wai K. Yeap}, pages = {262--271}, publisher = {Springer-Verlag. Lecture Notes in Artificial Intelligence Vol. 3157}, address = {Auckland, New Zealand}, month = {August}, year = {2004} } @article{Chen04c, author = {Qian Chen and Sheng-Uei Guan}, title = {Incremental {M}ultiple {O}bjective {G}enetic {A}lgorithms}, journal = {IEEE Transactions on Systems, Man, and Cybernetics---Part B: Cybernetics}, volume = {34}, number = {3}, pages = {1325--1334}, month = {June}, year = {2004} } @article{Chen05, author = {J.H. Chen and H.M. Chen and S.Y. Ho}, title = {Design of nearest neighbor classifiers: multi-objective approach}, journal = {International Journal of Approximate Reasoning}, volume = {40}, number = {1--2}, pages = {3--22}, month = {July}, year = {2005} } @inproceedings{Chen05a, author = {Jian-Hung Chen and Shinn-Ying Ho and David E. Goldberg}, title = {Quality-{T}ime {A}nalysis of {M}ulti-{O}bjective {E}volutionary {A}lgorithms}, booktitle = {2005 Genetic and Evolutionary Computation Conference (GECCO'2005)}, editor = {Hans-Georg Beyer et al.}, pages = {1455--1462}, publisher = {ACM Press}, volume = {2}, address = {New York, USA}, month = {June}, year = {2005} } @inproceedings{Chen05b, author = {Enhong Chen and Feng Wang}, title = {Dynamic {C}lustering {U}sing {M}ulti-objective {E}volutionary {A}lgorithm}, booktitle = {Computational Intelligence and Security. International Conference, CIS 2005}, editor = {Yue Hao et al.}, pages = {73--80}, publisher = {Springer, Lecture Notes in Artificial Intelligence Vol. 3801}, address = {Xi'an, China}, month = {December}, year = {2005} } @article{Chen05c, author = {D. Chen and J.A. Quirein and H.D. Smith and S. Hamid and J. Grable}, title = {Neural network ensemble selection using a multi-objective genetic algorithm in processing pulsed neutron data}, journal = {Petrophysics}, volume = {46}, number = {5}, pages = {323--334}, month = {October}, year = {2005} } @article{Chen06, author = {H.W. Chen and N.B. Chang}, title = {Decision support for allocation of watershed pollution load using grey fuzzy multiobjective programming}, journal = {Journal of the American Water Resources Association}, volume = {42}, number = {3}, pages = {725--745}, month = {June}, year = {2006} } @inproceedings{Chen06a, author = {Jun Chen and Mahdi Mahfouf}, title = {A population adaptive based immune algorithm for solving multi-objective optimization problems}, booktitle = {Artificial Immune Systems, 5th International Conference, ICARIS 2006, Proceedings}, editor = {Hughes Bersini and Jorge Carneiro}, pages = {280--293}, publisher = {Springer-Verlag, Lecture Notes in Computer Science Vol. 4163}, address = {Oeiras, Portugal}, month = {September}, year = {2006} } @inproceedings{Chen06b, author = {Huanhuan Chen and Xin Yao}, title = {Evolutionary {M}ultiobjective {E}nsemble {L}earning {B}ased on {B}ayesian {F}eature {S}election}, booktitle = {2006 IEEE Congress on Evolutionary Computation (CEC'2006)}, pages = {971--978}, publisher = {IEEE}, address = {Vancouver, BC, Canada}, month = {July}, year = {2006} } @article{Chen06c, author = {Anthony Chen and Kitti Subprasom and Zhaowang Ji}, title = {{A simulation-based multi-objective genetic algorithm (SMOGA) procedure for BOT network design problem}}, journal = {Optimization and Engineering}, volume = {7}, number = {3}, pages = {225--247}, month = {September}, year = {2006} } @inproceedings{Chen07, author = {Jian-Hung Chen}, title = {Simultaneous {O}ptimization of {P}roduction {P}lanning and {I}nspection {P}lanning for {F}lexible {M}anufacturing {S}ystems}, booktitle = {2007 Genetic and Evolutionary Computation Conference (GECCO'2007)}, editor = {Dirk Thierens}, pages = {1928--1935}, volume = {2}, publisher = {ACM Press}, address = {London, UK}, month = {July}, year = {2007} } @inproceedings{Chen07a, author = {Yi Chen and Matthew P. Cartmell}, title = {Multi-{O}bjective {O}ptimisation on {M}otorised {M}omentum {E}xchange {T}ether for {P}layload {O}rbital {T}ransfer}, booktitle = {2007 IEEE Congress on Evolutionary Computation (CEC'2007)}, pages = {987--993}, publisher = {IEEE Press}, address = {Singapore}, month = {September}, year = {2007} } @article{Chen07b, author = {Min-Rong Chen and Yong-zai Lu and Gen-ke Yang}, title = {Multiobjective extremal optimization with applications to engineering design}, journal = {Journal of Zhejiang University SCIENCE A}, volume = {8}, number = {12}, pages = {1905--1911}, month = {November}, year = {2007} } @inproceedings{Chen07c, author = {Juan Chen and Lihong Xu and Changliang Yuan}, title = {{IPGA Based Multi-Objective Compatible Control Algorithm and its Application in Oversaturated Adjacent Intersection Control}}, booktitle = {2007 IEEE Congress on Evolutionary Computation (CEC'2007)}, pages = {3187--3194}, publisher = {IEEE Press}, address = {Singapore}, month = {September}, year = {2007} } @article{Chen07d, author = {Ho-Wen Chen and Shu-Kuang Ning and Ruey-Fang Yu and Ming-Sung Hung}, title = {{Optimizing the monitoring strategy of wastewater treatment plants by multiobjective neural networks approach}}, journal = {Environmental Monitoring and Assessment}, volume = {125}, number = {1-3}, pages = {325--332}, month = {February}, year = {2007} } @article{Chen08, author = {Min-Rong Chen and Yong-Zal Lu}, title = {A novel elitist multiobjective optimization algorithm: {M}ultiobjective extremal optimization}, journal = {European Journal of Operational Research}, volume = {188}, number = {3}, pages = {637--651}, month = {August 1}, year = {2008} } @article{Chen08a, author = {Min-Rong Chen and Yong-Zai Lu and Genke Yang}, title = {{Multiobjective optimization using population-based extremal optimization}}, journal = {Neural Computing and Applications}, volume = {17}, number = {2}, pages = {101--109}, month = {March}, year = {2008} } @incollection{Chen08b, author = {Wang Chen and Yan-jun Shi and Hong-fei Teng}, title = {{A Generalized Differential Evolution Combined with EDA for Multi-objective Optimization Problems}}, booktitle = {Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 4th International Conference on Intelligent Computing (ICIC'2008)}, editor = {De-Shuang Huang and Donald C. Wunsch II and Daniel S. Levine and Kang-Hyun Jo}, pages = {140--147}, publisher = {Springer, Lecture Notes in Computer Science, Vol. 5227}, address = {Shanghai, China}, year = {2008}, note = {ISBN 978-3-540-85983-3}, month = {September 15-18} } @article{Chen08c, author = {Liang-Hsuan Chen and Cheng-Hsiung Chiang}, title = {{Multi-Objective Optimization in Reliability System Using Genetic Algorithm and Neural Network}}, journal = {Asia-Pacific Journal of Operational Research}, volume = {25}, number = {5}, pages = {649--672}, month = {October}, year = {2008} } @INPROCEEDINGS{Chen08d, author = {Jianyong Chen and Qiuzhen Lin and Qingbin Hu}, title = {{A Novel Clonal Algorithm for Multiobjective Optimization}}, booktitle = {2008 International Workshop on Education Technology and Training \& 2008 International Workshop on Geoscience and Remote Sensing}, pages = {613--616}, publisher = {IEEE Computer Society}, address = {Shanghai, China}, month = {December 21-22}, year = {2008} } @phdthesis{Chen08e, author = {Huanhuan Chen}, title = {Diversity and Regularization in Neural Network Ensembles}, school = {School of Computer Science, University of Birmingham}, address = {UK}, month = {October}, year = {2008} } @inproceedings{Chen08f, author = {Chun-Hao Chen and Tzung-Pei Hong and V.S. Tseng and Lien-Chin Chen}, title = {{A multi-objective genetic-fuzzy mining algorithm}}, booktitle = {2008 IEEE International Conference on Granular Computing}, pages = {115--120}, publisher = {IEEE Press}, address = {Hangzhou, China}, month = {26-28 August}, year = {2008} } @article{Chen09, author = {T.Y. Chen and H.C. Chen}, title = {Mixed-discrete structural optimization using a rank-niche evolution strategy}, journal = {Engineering Optimization}, volume = {41}, number = {1}, pages = {39--58}, month = {January}, year = {2009} } @article{Chen09a, author = {Yidong Chen and Xiaodong Shi and Changle Zhou and Qingyang Hong}, title = {{A word alignment model based on multiobjective evolutionary algorithms}}, journal = {Computers \& Mathematics with Applications}, volume = {57}, number = {11-12}, pages = {1724--1729}, month = {June}, year = {2009} } @article{Chen09b, author = {S. L. Chen and R. J. Jiao and M. M. Tseng}, title = {{Evolutionary product line design balancing customer needs and product commonality}}, journal = {CIRP Annals-Manufacturing Technology}, volume = {58}, number = {1}, pages = {123--126}, year = {2009} } @inproceedings{Chen09c, author = {Chih-Ming Chen and Ying-ping Chen and Qingfu Zhang}, title = {{Enhancing MOEA/D with Guided Mutation and Priority Update for Multi-Objective Optimization}}, booktitle = {2009 IEEE Congress on Evolutionary Computation (CEC'2009)}, address = {Trondheim, Norway}, publisher = {IEEE Press}, pages = {209--216}, month = {May}, year = {2009} } @article{Chen11, author = {Yen-Liang Chen and Xiang-Han Chen}, title = {An evolutionary PageRank approach for journal ranking with expert judgements}, journal = {Journal of Information Science}, volume = {37}, number = {3}, pages = {254--272}, month = {June}, year = {2011} } @ARTICLE{Chen11a, author = {Yu Chen and Xiufen Zou and Weicheng Xie}, title = {{Convergence of multi-objective evolutionary algorithms to a uniformly distributed representation of the Pareto front}}, journal = {Information Sciences}, volume = {181}, number = {16}, pages = {3336--3355}, month = {August 15}, year = {2011} } @ARTICLE{Chen11b, author = {Jianyong Chen and Qiuzhen Lin and Zhen Ji}, title = {{Chaos-based multi-objective immune algorithm with a fine-grained selection mechanism}}, journal = {Soft Computing}, volume = {15}, number = {7}, pages = {1273--1288}, month = {July}, year = {2011} } @ARTICLE{Chen11c, author = {Yi Chen and Yong Ma and Zheng Lu and Lixia Qiu and Jin He}, title = {{Terahertz spectroscopic uncertainty analysis for explosive mixture components determination using multi-objective micro-genetic algorithm}}, journal = {Advances in Engineering Software}, volume = {42}, number = {9}, pages = {649--659}, month = {September}, year = {2011} } @inproceedings{Chen11d, author = {Stephen Chen and James Montgomery}, title = {{Selection Strategies for Initial Positions and Initial Velocities in Multi-Optima Particle Swarms}}, booktitle = {2011 Genetic and Evolutionary Computation Conference (GECCO'2011)}, pages = {53--60}, publisher = {ACM Press}, address = {Dublin, Ireland}, month = {July 12-16}, year = {2011} } @ARTICLE{Chen11e, author = {De-bao Chen and Feng Zou and Jiang-tao Wang}, title = {{A multi-objective endocrine PSO algorithm and application}}, journal = {Applied Soft Computing}, volume = {11}, number = {8}, pages = {4508--4520}, month = {December}, year = {2011} } @ARTICLE{Chen11f, author = {Shih-Pin Chen and Ming-Jiun Tsai}, title = {{Time-cost trade-off analysis of project networks in fuzzy environments}}, journal = {European Journal of Operational Research}, volume = {212}, number = {2}, pages = {386--397}, month = {July 16}, year = {2011} } @inproceedings{Chen11g, author = {Stephen Chen and James Montgomery}, title = {{A Simple Strategy to Maintain Diversity and Reduce Crowding in Particle Swarm Optimization}}, booktitle = {AI 2011: Advances in Artificial Intelligence, 24th Australasian Joint Conference}, editor = {Dianhui Wang and Mark Reynolds}, pages = {281--290}, publisher = {Springer. 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Intelligence Magazine}, volume = {7}, number = {1}, pages = {36--48}, month = {February}, year = {2012} } @ARTICLE{Chen12c, author = {Yikai Chen and Shiwen Yang and Zaiping Nie}, title = {{Improving conflicting specifications of time-modulated antenna arrays by using a multiobjective evolutionary algorithm}}, journal = {International Journal of Numerical Modelling-Electronic Networks Devices and Fields}, volume = {25}, number = {3}, pages = {205--215}, month = {May-June}, year = {2012} } @inproceedings{Chen09d, author = {Jian Chen and Jie Jia and Yingyou Wen and Dazhe Zhao and Jiren Liu}, title = {{A Genetic Approach to Channel Assignment for Multi-radio Multi-channel Wireless Mesh Networks}}, booktitle = {2009 ACM SIGEVO Summit on Genetic and Evolutionary Computation (GEC'2009)}, publisher = {ACM Press}, pages = {39--46}, address = {Shanghai, China}, month = {June 12-14}, year = {2009}, note = {ISBN 978-1-60558-326-6} } @inproceedings{Chen09e, author = {Jian Chen and Jie Jia and 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Choi and JW Oh and C. Wu}, title = {{Genetic algorithm-based approach to allocation of distributed objects using graph models}}, journal = {Integrated Computer-Aided Engineering}, volume = {8}, number = {2}, pages = {135--150}, year = {2001} } @incollection{Choi03, author = {Seongim Choi}, title = {{Speedups for Efficient Genetic Algorithms: Design Optimization of Low-Boom Supersonic Jet Using Parallel GA and Micro-GA with External Memory}}, booktitle = {Genetic Algorithms and Genetic Programming at Stanford 2003}, publisher = {Stanford Bookstore}, editor = {John R. Koza}, pages = {21--30}, address = {Stanford, California, USA}, month = {December}, year = {2003} } @article{Choi09, author = {Young-Keun Choi and Dong Myung Lee and Yeong Bin Cho}, title = {{An approach to multi-criteria assembly sequence planning using genetic algorithms}}, journal = {International Journal of Advanced Manufacturing Technology}, volume = {42}, number = {1-2}, pages = {180--188}, month = {May}, year = {2009} } @inproceedings{Choi09a, author = {Sunny Choi and Blayne E. 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Bittermann}, title = {{Solution Diversity in Multi-Objective Optimization: A Study in Virtual Reality}}, booktitle = {2008 Congress on Evolutionary Computation (CEC'2008)}, pages = {1019--1026}, publisher = {IEEE Service Center}, address = {Hong Kong}, month = {June}, year = {2008} } @ARTICLE{Lu11, author = {Youlin Lu and Jianzhong Zhou and Hui Qin and Ying Wang and Yongchuan Zhang}, title = {{A hybrid multi-objective cultural algorithm for short-term environmental/economic hydrothermal scheduling}}, journal = {Energy Conversion and Management}, volume = {52}, number = {5}, pages = {2121--2134}, month = {May}, year = {2011} } @phdthesis{Cioffi02, author = {Marco Cioffi}, title = {Model and {M}ethods for the {O}ptimal {D}esign of {S}uperconducting {P}ower {D}evices}, school = {Department of Information Engineering, Second University of Napoli}, address = {Italy}, year = {2002} } @article{Cioffi08, author = {M. Cioffi and P. Di Barba and A. Formisano and R. 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Agogino and Jennifer Mangold}, title = {{Knowledge-Based Evolutionary Linkage in MEMS Design Synthesis}}, booktitle = {Linkage in Evolutionary Computation}, editor = {Ying-ping Chen and Meng-Hiot Lim}, pages = {461--483}, publisher = {Springer-Verlag}, address = {Berlin Heidelberg}, year = {2008} } @INPROCEEDINGS{Cobos10, author = {Carlos Cobos and Claudia Montealegre and Mar\'{i}a-Fernanda Mej\'{i}a and Martha Mendoza and Elizabeth Le\'{o}n}, title = {{Web document clustering based on a new niching Memetic Algorithm, Term-Document Matrix and Bayesian Information Criterion}}, booktitle = {2010 IEEE Congress on Evolutionary Computation (CEC'2010)}, pages = {4629--4636}, publisher = {IEEE Press}, address = {Barcelona, Spain}, month = {July 18--23}, year = {2010} } @inproceedings{Cococcioni05, author = {M. Cococcioni and P. Ducange and B. Lazzerini and F. Marcelloni and M. Vecchio}, title = {Identification of Mamdani Fuzzy Systems based on a Multi-Objective Genetic Algorithm}, booktitle = {AI*IA 2005 Workshop on Evolutionary Computation}, volume = {1}, pages = {1--10}, address = {Milan, Italy}, year = {2005} } @inproceedings{Cococcioni05a, author = {M. Cococcioni and P. Guasqui and B. Lazzerini and F. Marcelloni}, title = {Identification of {T}akagi-{S}ugeno {F}uzzy {S}ystems based on {M}ulti-{O}bjective {G}enetic {A}lgorithms}, booktitle = {International Workshop on Fuzzy Logic and Applications}, publisher = {Springer-Verlag. Lecture Notes on Artificial Intelligence Vol. 3849}, pages = {172--177}, year = {2005} } @inproceedings{Cococcioni06, author = {M. Cococcioni and P. Ducange and B. Lazzerini and F. Marcelloni}, title = {A comparison of multi-objective evolutionary algorithms in fuzzy Rule-Based systems generation}, booktitle = {Proceedings of the North American Fuzzy Information Processing Society (NAFIPS'06)}, address = {Montreal, Canada}, month = {June}, year = {2006} } @inproceedings{Cococcioni07, author = {Marco Cococcioni and Pietro Ducange and Beatrice Lazzerini and Francesco Marcelloni}, title = {{A New Multi-Objective Evolutionary Algorithm Based on Convex Hull for Binary Classifier Optimization}}, booktitle = {2007 IEEE Congress on Evolutionary Computation (CEC'2007)}, pages = {3150--3156}, publisher = {IEEE Press}, address = {Singapore}, month = {September}, year = {2007} } @article{Cococcioni07a, author = {Marco Cococcioni and Pietro Ducange and Beatrice Lazzerini and Francesco Marcelloni}, title = {{A Pareto-based multi-objective evolutionary approach to the identification of Mamdani fuzzy systems}}, journal = {Soft Computing}, volume = {11}, number = {11}, pages = {1013--1031}, month = {September}, year = {2007} } @article{Cococcioni08, author = {M. Cococcioni and G. Corsini and B. Lazzerini and F. Marcelloni}, title = {{Solving the ocean color inverse problem by using evolutionary multi-objective optimization of neuro-fuzzy systems}}, journal = {International Journal of Knowledge-Based and Intelligent Engineering Systems}, volume = {12}, number = {5-6}, pages = {39--55}, year = {2008} } @article{Cococcioni10, author = {Marco Cococcioni and Beatrice Lazzerini and Francesco Marcelloni}, title = {{On reducing computational overhead in multi-objective genetic Takagi-Sugeno fuzzy systems}}, journal = {Applied Soft Computing}, volume = {11}, number = {1}, pages = {675--688}, month = {January}, year = {2011} } @incollection{Cococcioni10a, author = {Marco Cococcioni and Beatrice Lazzerini and Francesco Marcelloni}, title = {{Towards Efficient Multi-objective Genetic Takagi-Sugeno Fuzzy Systems for High Dimensional Problems}}, booktitle = {Computational Intelligence in Expensive Optimization Problems}, editor = {Yoel Tenne and Chi-Keong Goh}, pages = {397-–422}, publisher = {Springer}, address = {Berlin, Germany}, year = {2010}, note = {ISBN 978-3-642-10700-9} } @inproceedings{Cochenour05, author = {Grant Cochenour and Jerad Simon and Sanjoy Das and Anil Pahwa and Surasish Nag}, title = {A {P}areto {A}rchive {E}volutionary {S}trategy {B}ased {R}adial {B}asis {F}unction {N}eural {N}etwork {T}raining {A}lgorithm for {F}ailure {R}ate {P}rediction in {O}verhead {F}eeders}, booktitle = {2005 Genetic and Evolutionary Computation Conference (GECCO'2005)}, editor = {Hans-Georg Beyer et al.}, pages = {2127--2132}, publisher = {ACM Press}, volume = {2}, address = {New York, USA}, month = {June}, year = {2005} } @article{Cochran03, author = {Jeffery K. Cochran and Shwu-Min Horng and John W. Fowler}, title = {A {M}ulti-{P}opulation {G}enetic {A}lgorithm to {S}olve {M}ulti-{O}bjective {S}cheduling {P}roblems for {P}arallel {M}achines}, journal = {Computers and Operations Research}, volume = {30}, number = {7}, pages = {1087--1102}, year = {2003} } @article{Coelho03, author = {Rajan Filomeno Coelho and Hugues Bersini and Philippe Bouillard}, journal = {Computer Methods in Applied Mechanics and Engineering}, volume = {192}, number = {39-40}, pages = {4355--4378}, title = {Parametrical {M}echanical {D}esign with {C}onstraints and {P}references: {A}pplication to a {P}urge {V}alve}, month = {September}, year = {2003} } @phdthesis{Coelho04, author = {Rajan Filomeno Coelho}, title = {Multicriteria {O}ptimization with {E}xpert {R}ules for {M}echanical {D}esign}, school = {Facult\'{e} des Sciences Appliqu\'{e}es, Universit\'{e} Libre de Bruxelles}, address = {Belgium}, year = {2004} } @inproceedings{Coelho04a, author = {Rajan Filomeno Coelho and Philippe Bouillard}, title = {{PAMUC} {II} for multicriteria optimization of mechanical designs with expert rules}, booktitle = {2004 Congress on Evolutionary Computation (CEC'2004)}, publisher = {IEEE Service Center}, volume = {1}, pages = {17--22}, address = {Portland, Oregon, USA}, month = {June}, year = {2004} } @incollection{Coelho04b, author = {R. Filomeno Coelho and PH. Bouillard and H. Bersini}, title = {{PAMUC}: {A} {N}ew {M}ethod to {H}andle {C}onstraints and {M}ultiobjectivity in {E}volutionary {A}lgorithms}, booktitle = {IUTAM Symposium on Evolutionary Methods in Mechanics}, editor = {Tadeusz Burczy\'{n}ski and Andrzej Osyczka}, pages = {91--100}, publisher = {Kluwer Academic Publishers}, address = {Dordrecht/Boston/London}, year = {2004}, note = {ISBN 1-4020-2266-2} } @article{Coelho05, author = {R.F. Coelho and P. Bouillard}, title = {A multicriteria evolutionary algorithm for mechanical design optimization with expert rules}, journal = {International Journal for Numerical Methods in Engineering}, volume = {62}, number = {4}, pages = {516--536}, month = {January}, year = {2005} } @inproceedings{Coelho06, author = {Guilherme P. Coelho and Fernando Von Zuben}, title = {Omni-aiNet: An immune-inspired approach for omni optimization}, booktitle = {Artificial Immune Systems, 5th International Conference, ICARIS 2006, Proceedings}, editor = {Hughes Bersini and Jorge Carneiro}, pages = {294--308}, publisher = {Springer-Verlag, Lecture Notes in Computer Science Vol. 4163}, address = {Oeiras, Portugal}, month = {September}, year = {2006} } @inproceedings{Coelho08, author = {Guilherme Palermo Coelho and Fabr\'{\i}cio Olivetti de Fran\c{c}a and Fernando J. Von Zuben}, title = {{A Multi-Objective Multipopulation Approach for Biclustering}}, booktitle = {Artificial Immune Systems, 7th International Conference, ICARIS 2008}, pages = {71--82}, editor = {Peter J. Bentley and Doheon Lee and Sungwon Jung}, publisher = {Springer. Lecture Notes in Computer Science Volume 5132}, address = {Phuket, Thailand}, month = {August 10-13}, year = {2008} } @article{Coelho08a, author = {Leandro dos Santos Coelho and Piergiorgio Alotto}, title = {Multiobjective electromagnetic optimization based on a nondominated sorting genetic approach with a chaotic crossover operator}, journal = {IEEE Transactions on Magnetics}, volume = {44}, number = {6}, pages = {1078--1081}, month = {June}, year = {2008} } @article{Coelho08b, author = {Leandro dos Santos Coelho and Piergiorgio Alotto}, title = {Loney's solenoid design using an artificial immune network with local search based on the simplex method}, journal = {IEEE Transactions on Magnetics}, volume = {44}, number = {6}, pages = {1070--1073}, month = {June}, year = {2008} } @inproceedings{Coelho09, author = {Guilherme Palermo Coelho and Fabr\'{\i}cio Olivetti de Fran\c{c}a and Fernando J. {Von Zuben}}, title = {{Improving a Multi-Objective Multipopulation Artificial Immune Network for Biclustering}}, booktitle = {2009 IEEE Congress on Evolutionary Computation (CEC'2009)}, publisher = {IEEE Press}, pages = {2748--2755}, address = {Trondheim, Norway}, month = {May}, year = {2009} } @incollection{Coelho10, author = {Leandro dos Santos Coelho and Helon Vicente Hultmann Ayala and Nadia Nedjah and Luiza de Macedo Mourelle}, title = {{Multiobjective Gaussian Particle Swarm Approach Applied to Multi-loop PI Controller Tuning of a Quadruple-Tank System}}, booktitle = {Multi-Objective Swarm Intelligent Systems. Theory \& Experiences}, editor = {Nadia Nedjah and Leandro dos Santos Coelho and Luiza de Macedo de Mourelle}, pages = {1--16}, chapter = {1}, publisher = {Springer, Studies in Computational Intelligence, Vol. 261}, address = {Berlin, Germany}, year = {2010}, note = {ISBN 978-3-642-05164-7} } @article{Coelho10a, author = {Leandro dos Santos Coelho and Marcelo Wicthoff Pessoa and Rodrigo Rodrigues Sumar and Antonio Augusto Rodrigues Coelho}, title = {{Model-free adaptive control design using evolutionary-neural compensator}}, journal = {Expert Systems with Applications}, volume = {37}, number = {1}, pages = {499--508}, month = {January}, year = {2010} } @article{Coelho10c, author = {Leandro dos Santos Coelho and Helon Vicente Hultmann Ayala and Piergiorgio Alotto}, title = {{A Multiobjective Gaussian Particle Swarm Approach Applied to Electromagnetic Optimization}}, journal = {IEEE Transactions on Magnetics}, volume = {46}, number = {8}, pages = {3289--3292}, month = {August}, year = {2010} } @article{Coelho10b, author = {Guilherme P. Coelho and Ana Estela A. {da Silva} and Fernando J. {Von Zuben}}, title = {{An immune-inspired multi-objective approach to the reconstruction of phylogenetic trees}}, journal = {Neural Computing \& Applications}, volume = {19}, number = {8}, pages = {1103--1132}, month = {November}, year = {2010} } @ARTICLE{Coelho10d, author = {Leandro dos Santos Coelho and Leandro Zavarez Barbosa and Luiz Lebensztajn}, title = {{Multiobjective Particle Swarm Approach for the Design of a Brushless DC Wheel Motor}}, journal = {IEEE Transactions on Magnetics}, volume = {46}, number = {8}, pages = {2994--2997}, month = {August}, year = {2010} } @inproceedings{Coelho11, author = {Guilherme Palermo Coelho and Fernando J. {Von Zuben}}, title = {{A Concentration-Based Artificial Immune Network for Multi-objective Optimization}}, booktitle = {Evolutionary Multi-Criterion Optimization, 6th International Conference, EMO 2011}, editor = {Ricardo H.C. Takahashi and Kalyanmoy Deb and Elizabeth F. Wanner and Salvatore Grecco}, pages = {343--357}, publisher = {Springer. Lecture Notes in Computer Science Vol. 6576}, address = {Ouro Preto, Brazil}, month = {April}, year = {2011} } @article{Coelho11a, author = {Rajan Filomeno Coelho and Jeremy Lebon and Philippe Bouillard}, title = {{Hierarchical stochastic metamodels based on moving least squares and polynomial chaos expansion}}, journal = {Structural and Multidisciplinary Optimization}, volume = {43}, number = {5}, pages = {707--729}, month = {May}, year = {2011} } @ARTICLE{Coelho11b, author = {Rajan Filomeno Coelho and Philippe Bouillard}, title = {{Multi-Objective Reliability-Based Optimization with Stochastic Metamodels}}, journal = {Evolutionary Computation}, volume = {19}, number = {4}, pages = {525--560}, month = {Winter}, year = {2011} } @ARTICLE{Coelho11c, author = {Andre L.V. Coelho and Everlandio Fernandes and Katti Faceli}, title = {{Multi-objective design of hierarchical consensus functions for clustering ensembles via genetic programming}}, journal = {Decision Support Systems}, volume = {51}, number = {4}, pages = {794--809}, month = {November}, year = {2011} } @ARTICLE{Coelho12, author = {Leandro dos S. Coelho and Fabio A. Guerra and Jean V. Leite}, title = {{Multiobjective Exponential Particle Swarm Optimization Approach Applied to Hysteresis Parameters Estimation}}, journal = {IEEE Transactions on Magnetics}, volume = {48}, number = {2}, pages = {283--286}, month = {February}, year = {2012} } @inproceedings{Costa10, author = {Lino Costa and Pedro Oliveira}, title = {{Biplots in offline multiobjective reduction}}, booktitle = {2010 IEEE Congress on Evolutionary Computation (CEC'2010)}, pages = {1347--1354}, publisher = {IEEE Press}, address = {Barcelona, Spain}, month = {July 18--23}, year = {2010} } @ARTICLE{Costa12, author = {Marsil de A. {Costa e Silva} and Leandro dos S. Coelho and Luiz Lebensztajn}, title = {{Multiobjective Biogeography-Based Optimization Based on Predator-Prey Approach}}, journal = {IEEE Transactions on Magnetics}, volume = {48}, number = {2}, pages = {951--954}, month = {February}, year = {2012} } @article{Coverstone00, author = {V. Coverstone-Caroll and J.W. Hartmann and W.M. 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Parmee}, year = 2000, pages = {249--260}, organization = {PEDC, University of Plymouth, UK}, publisher = {Springer London} } @phdthesis{Cvetkovic00b, author = {Dragan Cvetkovi{\'c}}, title = {Evolutionary {M}ulti--{O}bjective {D}ecision {S}upport {S}ystems for {C}onceptual {D}esign}, school = {School of Computing, University of Plymouth, Plymouth, UK}, month = {November}, year = 2000 } @article{Cvetkovic02, author = {Dragan Cvetkovi{\'c} and Ian C. Parmee}, title = {Preferences and their {A}pplication in {E}volutionary {M}ultiobjective {O}ptimisation}, journal = {IEEE Transactions on Evolutionary Computation}, volume = {6}, number = {1}, pages = {42--57}, month = {February}, year = {2002} } @inproceedings{Cvetkovic02a, author = {Dragan Cvetkovi{\'c} and Ian C. Parmee}, title = {Agent-based {S}upport within an {I}nteractive {E}volutionary {D}esign {S}ystem}, editor = {I.C. Parmee}, booktitle = {Proceedings of the Fifth International Conference on Adaptive Computing Design and Manufacture (ACDM 2002)}, publisher = {Springer-Verlag}, address = {University of Exeter, Devon, UK}, month = {April}, volume = {5}, pages = {355--367}, year = {2002} } @article{Cvetkovic02b, author = {Dragan Cvetkovi\'c and Ian C. Parmee}, title = {Agent--based {S}upport within an {I}nteractive {E}volutionary {D}esign {S}ystem}, journal = {Artificial Intelligence for Engineering Design, Analysis and Manufacturing (AIEDAM)}, year = 2002, volume = 16, number = 5, month = nov, pages = {331-342} } @inproceedings{Coello95e, AUTHOR = {Carlos A. {Coello Coello} and Alan D. Christiansen and A. {Hern{\'{a}}ndez Aguirre}}, ADDRESS = {Herndon, Virginia, U.S.A.}, BOOKTITLE = {Proceedings of the Seventh International Conference on Tools with Artificial Intelligence}, KEY = {Coello et al., 1995}, MONTH = {November}, PAGES = {20--23}, PUBLISHER = {IEEE Computer Society Press}, TITLE = {Multiobjective {D}esign {O}ptimization of {C}ounterweight {B}alancing of a {R}obot {A}rm using {G}enetic {A}lgorithms}, YEAR = {1995} } @inproceedings{Coello95f, AUTHOR = {Carlos A. {Coello Coello} and Alan D. Christiansen}, ADDRESS = {St. Louis, Missouri, USA}, BOOKTITLE = {Intelligent Engineering Systems Through Artificial Neural Networks. Volume 5. Fuzzy Logic and Evolutionary Programming}, EDITOR = {Cihan H. Dagli and Metin Akay and C. L. Philip Chen and Benito R. Fern\'{a}ndez and Joydeep Ghosh}, KEY = {Coello \& Christiansen, 1995}, MONTH = {November}, PAGES = {411--416}, PUBLISHER = {ASME Press}, TITLE = {An {A}pproach to {M}ultiobjective {O}ptimization {U}sing {G}enetic {A}lgorithms}, YEAR = {1995} } @inproceedings{Coello95j, AUTHOR = {Carlos A. {Coello Coello} and Alan D. Christiansen and Arturo {Hern{\'{a}}ndez Aguirre}}, ADDRESS = {San Francisco, California}, BOOKTITLE = {EXPERSYS-95 Expert Systems Applications and Artificial Intelligence}, EDITOR = {Jacob J. G. Chen}, KEY = {Coello et al., 1995}, MONTH = {November}, ORGANIZATION = {I. I. T. T. International}, PAGES = {243--248}, PUBLISHER = {Technology Transfer Series}, TITLE = {Use of {G}enetic {A}lgorithms for {M}ultiobjective {O}ptimization of {C}ounterweight {B}alancing of {R}obot {A}rms}, YEAR = {1995} } @phdthesis{Coello96, author = {Carlos Artemio {Coello Coello}}, address = {New Orleans, LA}, key = {Coello, 1996}, month = {April}, school = {Department of Computer Science, Tulane University}, title = {An Empirical Study of Evolutionary Techniques for Multiobjective Optimization in Engineering Design}, year = {1996} } @article{Coello98, author = {Carlos A. {Coello Coello} and Alan D. Christiansen and Arturo {Hern\'{a}ndez Aguirre}}, journal = {Robotica}, key = {Coello et al., 1998}, title = {Using a {N}ew {G}{A}-{B}ased {M}ultiobjective {O}ptimization {T}echnique for the {D}esign of {R}obot {A}rms}, volume = {16}, number = {4}, month = {July--August}, pages = {401--414}, year = {1998} } @article{Coello98a, author = {Carlos A. {Coello Coello} and Alan D. Christiansen}, journal = {Civil Engineering Systems}, key = {Coello \& Christiansen, 1998a}, title = {Two {N}ew {G}{A}-based methods for multiobjective optimization}, volume = {15}, number = {3}, pages = {207--243}, year = {1998} } @techreport{Coello98c, author = {Carlos A. {Coello Coello}}, address = {Xalapa, Veracruz, M\'{e}xico}, institution = {Laboratorio Nacional de Inform\'{a}tica Avanzada (LANIA)}, key = {Coello, 1998c}, number = {Lania-RD-98-08}, month = {December}, title = {An {U}pdated {S}urvey of {G}{A}-{B}ased {M}ultiobjective {O}ptimization {T}echniques}, year = {1998} } @inproceedings{Coello98d, AUTHOR = {Carlos A. {Coello Coello}}, ADDRESS = {Lisbon, Portugal}, BOOKTITLE = {IBERAMIA'98. Lecture Notes in Computer Science}, KEY = {Coello, 1998d}, MONTH = {October}, PAGES = {303--314}, PUBLISHER = {Springer-Verlag}, TITLE = {Using a {M}in-{M}ax {M}ethod to solve {M}ultiobjective {O}ptimization {P}roblems with {G}enetic {A}lgorithms}, YEAR = {1998} } @article{Coello99, author = {Carlos A. {Coello Coello}}, journal = {Knowledge and Information Systems. An International Journal}, key = {Coello, 1999}, volume = {1}, number = {3}, month = {August}, title = {A {C}omprehensive {S}urvey of {E}volutionary-{B}ased {M}ultiobjective {O}ptimization {T}echniques}, pages = {269--308}, year = {1999} } @article{Coello99a, author = {Carlos A. {Coello Coello} and Alan D. Christiansen}, journal = {Engineering Optimization}, key = {Coello \& Christiansen, 1999}, volume = {31}, number = {3}, pages = {337--368}, title = {{M}{O}{S}{E}{S} : {A} {M}ultiobjective {O}ptimization {T}ool for {E}ngineering {D}esign}, year = {1999} } @inproceedings{Coello99b, AUTHOR = {Carlos A. {Coello Coello}}, ADDRESS = {Washington, D.C.}, BOOKTITLE = {1999 Congress on Evolutionary Computation}, KEY = {Coello, 1999b}, PAGES = {3--13}, MONTH = {July}, VOLUME = {1}, TITLE = {An {U}pdated {S}urvey of {E}volutionary {M}ultiobjective {O}ptimization {T}echniques : {S}tate of the {A}rt and {F}uture {T}rends}, PUBLISHER = {IEEE Service Center}, YEAR = {1999} } @inproceedings{Coello99c, AUTHOR = {Carlos A. {Coello Coello}}, ADDRESS = {Orlando, Florida}, BOOKTITLE = {Proceedings of the 1999 Genetic and Evolutionary Computation Conference. Workshop Program}, KEY = {Coello, 1999c}, PAGES = {117--118}, MONTH = {July}, TITLE = {Constraint handling through a multiobjective optimization technique}, EDITOR = {Annie S. Wu}, YEAR = {1999} } @article{Coello00, author = {Carlos A. {Coello Coello}}, journal = {Engineering Optimization}, key = {Coello, 2000}, volume = {32}, number = {3}, pages = {275--308}, title = {{T}reating {C}onstraints as {O}bjectives for {S}ingle-{O}bjective {E}volutionary {O}ptimization}, year = {2000} } @article{Coello00b, author = {Carlos A. {Coello Coello} and Alan D. Christiansen}, journal = {Computers and Structures}, key = {Coello \& Christiansen, 2000b}, title = {Multiobjective optimization of trusses using genetic algorithms}, volume = {75}, number = {6}, pages = {647--660}, month = {May}, year = {2000} } @inproceedings{Coello00c, AUTHOR = {Carlos A. {Coello Coello}}, ADDRESS = {Piscataway, New Jersey}, BOOKTITLE = {2000 Congress on Evolutionary Computation}, KEY = {Coello, 2000c}, MONTH = {July}, TITLE = {Handling {P}references in {E}volutionary {M}ultiobjective {O}ptimization: {A} {S}urvey}, pages = {30--37}, volume = {1}, PUBLISHER = {IEEE Service Center}, YEAR = {2000} } @article{Coello00d, author = {Carlos A. {Coello Coello}}, journal = {Civil Engineering and Environmental Systems}, key = {Coello, 2000d}, title = {Constraint-handling using an evolutionary multiobjective optimization technique}, volume = {17}, pages = {319--346}, year = {2000} } @inproceedings{Coello00e, AUTHOR = {Carlos A. {Coello Coello} and Arturo {Hern\'{a}ndez Aguirre} and Bill P. Buckles}, ADDRESS = {Los Alamitos, California}, BOOKTITLE = {Proceedings of the Second NASA/DoD Workshop on Evolvable Hardware}, KEY = {Coello et al., 2000e}, MONTH = {July}, TITLE = {Evolutionary {M}ultiobjective {D}esign of {C}ombinational {L}ogic {C}ircuits}, pages = {161--170}, EDITOR = {Jason Lohn and Adrian Stoica and Didier Keymeulen and Silvano Colombano}, PUBLISHER = {IEEE Computer Society}, YEAR = {2000} } @article{Coello00f, author = {Carlos A. {Coello Coello}}, title = {An {U}pdated {S}urvey of {GA}-{B}ased {M}ultiobjective {O}ptimization {T}echniques}, journal = {ACM Computing Surveys}, volume = {32}, number = {2}, pages = {109--143}, month = {June}, year = {2000} } @incollection{Coello01, author = {Carlos A. {Coello Coello} and Gregorio {Toscano Pulido}}, key = {Coello \& Toscano, 2001}, booktitle = {First International Conference on Evolutionary Multi-Criterion Optimization}, title = {A {M}icro-{G}enetic {A}lgorithm for {M}ultiobjective {O}ptimization}, editor = {Eckart Zitzler and Kalyanmoy Deb and Lothar Thiele and Carlos A. Coello Coello and David Corne}, publisher = {Springer-Verlag. Lecture Notes in Computer Science No. 1993}, pages = {126--140}, year = {2001} } @incollection{Coello01a, author = {Carlos A. {Coello Coello}}, key = {Coello, 2001}, booktitle = {First International Conference on Evolutionary Multi-Criterion Optimization}, title = {A {S}hort {T}utorial on {E}volutionary {M}ultiobjective {O}ptimization}, editor = {Eckart Zitzler and Kalyanmoy Deb and Lothar Thiele and Carlos A. Coello Coello and David Corne}, publisher = {Springer-Verlag. Lecture Notes in Computer Science No. 1993}, pages = {21--40}, year = {2001} } @inproceedings{Coello01b, author = {Carlos A. {Coello Coello} and Gregorio {Toscano Pulido}}, title = {Multiobjective {O}ptimization using a {M}icro-{G}enetic {A}lgorithm}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2001)}, editor = {Lee Spector and Erik D. Goodman and Annie Wu and W.B. Langdon and Hans-Michael Voigt and Mitsuo Gen and Sandip Sen and Marco Dorigo and Shahram Pezeshk and Max H. Garzon and Edmund Burke}, pages = {274--282}, publisher = {Morgan Kaufmann Publishers}, address = {San Francisco, California}, year = {2001} } @book{Coello02, author = {Carlos A. {Coello Coello} and David A. {Van Veldhuizen} and Gary B. Lamont}, title = {Evolutionary {A}lgorithms for {S}olving {M}ulti-{O}bjective {P}roblems}, publisher = {Kluwer Academic Publishers}, month = {May}, address = {New York}, year = {2002}, note = {ISBN 0-3064-6762-3} } @incollection{Coello02a, author = {Carlos A. {Coello Coello}}, title = {Evolutionary {M}ulti-{O}bjective {O}ptimization: {A} {C}ritical {R}eview}, booktitle = {Evolutionary Optimization}, editor = {Ruhul Sarker and Masoud Mohammadian and Xin Yao}, publisher = {Kluwer Academic Publishers}, pages = {117--146}, address = {New York}, month = {February}, year = {2002}, note = {ISBN 0-7923-7654-4} } @inproceedings{Coello02b, author = {Carlos A. {Coello Coello} and Maximino {Salazar Lechuga}}, title = {{MOPSO}: {A} {P}roposal for {M}ultiple {O}bjective {P}article {S}warm {O}ptimization}, booktitle = {Congress on Evolutionary Computation (CEC'2002)}, volume = {2}, address = {Piscataway, New Jersey}, pages = {1051--1056}, publisher = {IEEE Service Center}, month = {May}, year = {2002} } @incollection{Coello02c, author = {Carlos A. {Coello Coello} and Carlos E. {Mariano Romero}}, title = {Evolutionary {A}lgorithms and {M}ultiple {O}bjective {O}ptimization}, booktitle = {Multiple Criteria Optimization: State of the Art Annotated Bibliographic Surveys}, editor = {Matthias Ehrgott and Xavier Gandibleux}, pages = {277--331}, publisher = {Kluwer Academic Publishers}, address = {Boston}, year = {2002} } @inproceedings{Coello02d, author = {Carlos A. {Coello Coello} and Nareli {Cruz Cort\'{e}s}}, title = {An {A}pproach to {S}olve {M}ultiobjective {O}ptimization {P}roblems {B}ased on an {A}rtificial {I}mmune {S}ystem}, booktitle = {First International Conference on Artificial Immune Systems (ICARIS'2002)}, editor = {Jonathan Timmis and Peter J. Bentley}, publisher = {University of Kent at Canterbury, UK}, pages = {212--221}, month = {September}, note = {ISBN 1-902671-32-5}, year = {2002} } @article{Coello02e, author = {Carlos A. {Coello Coello} and Arturo {Hern\'{a}ndez Aguirre}}, title = {Design of {C}ombinational {L}ogic {C}ircuits through an {E}volutionary {M}ultiobjective {O}ptimization {A}pproach}, journal = {Artificial Intelligence for Engineering, Design, Analysis and Manufacture}, volume = {16}, number = {1}, pages = {39--53}, month = {January}, year = {2002} } @inproceedings{Coello03, author = {Carlos A. {Coello Coello} and Ricardo {Landa Becerra}}, title = {Evolutionary {M}ultiobjective {O}ptimization using a {C}ultural {A}lgorithm}, booktitle = {2003 IEEE Swarm Intelligence Symposium Proceedings}, pages = {6--13}, publisher = {IEEE Service Center}, address = {Indianapolis, Indiana, USA}, month = {April}, year = {2003} } @inproceedings{Coello03a, author = {C. A. {Coello Coello} and G. {Toscano Pulido} and A. {Hern\'{a}ndez Aguirre}}, title = {Multi-{O}bjective {E}volutionary {A}lgorithms for {S}tructural {O}ptimization}, booktitle = {Computational Fluid and Solid Mechanics 2003. Proceedings of the Second MIT Conference on Computational Fluid and Solid Mechanics}, editor = {K.J. Bathe}, pages = {2244--2248}, publisher = {Elsevier}, volume = {2}, address = {The Netherlands}, month = {June}, year = {2003} } @inproceedings{Coello03b, author = {Carlos A. {Coello Coello} and Margarita {Reyes Sierra}}, title = {A {C}oevolutionary {M}ulti-{O}bjective {E}volutionary {A}lgorithm}, booktitle = {Proceedings of the 2003 Congress on Evolutionary Computation (CEC'2003)}, pages = {482--489}, volume = {1}, publisher = {IEEE Press}, month = {December}, address = {Canberra, Australia}, year = {2003} } @inproceedings{Coello03c, author = {Carlos A. {Coello Coello}}, title = {Evolutionary {M}ultiobjective {O}ptimization: {C}urrent and {F}uture {C}hallenges}, booktitle = {Advances in Soft Computing---Engineering, Design and Manufacturing}, editor = {Jose Benitez and Oscar Cordon and Frank Hoffmann and Rajkumar Roy}, pages = {243--256}, publisher = {Springer-Verlag}, month = {September}, year = {2003} } @article{Coello04, author = {Carlos A. {Coello Coello} and Gregorio {Toscano Pulido} and Maximino {Salazar Lechuga}}, title = {Handling {M}ultiple {O}bjectives {W}ith {P}article {S}warm {O}ptimization}, journal = {IEEE Transactions on Evolutionary Computation}, volume = {8}, number = {3}, pages = {256--279}, month = {June}, year = {2004} } @inproceedings{Coello04a, author = {Carlos A. {Coello Coello} and Margarita {Reyes Sierra}}, title = {A {S}tudy of the {P}arallelization of a {C}oevolutionary {M}ulti-{O}bjective {E}volutionary {A}lgorithm}, booktitle = {Proceedings of the Third Mexican International Conference on Artificial Intelligence (MICAI'2004)}, editor = {Ra\'{u}l Monroy and Gustavo Arroyo-Figueroa and Luis Enrique Sucar and Humberto Sossa}, pages = {688--697}, publisher = {Springer Verlag. Lecture Notes in Artificial Intelligence Vol. 2972}, month = {April}, year = {2004} } @book{Coello04b, editor = {Carlos A. {Coello Coello} and Gary B. Lamont}, title = {Applications of {M}ulti-{O}bjective {E}volutionary {A}lgorithms}, publisher = {World Scientific}, address = {Singapore}, year = {2004}, note = {ISBN 981-256-106-4} } @incollection{Coello04c, author = {Carlos A. {Coello Coello} and Gary B. Lamont}, title = {An {I}ntroduction to {M}ulti-{O}bjective {E}volutionary {A}lgorithms and {T}heir {A}pplications}, booktitle = {Applications of Multi-Objective Evolutionary Algorithms}, editor = {Carlos A. {Coello Coello} and Gary B. Lamont}, pages = {1--28}, publisher = {World Scientific}, address = {Singapore}, year = {2004} } @incollection{Coello05, author = {Carlos A. {Coello Coello}}, title = {Recent {T}rends in {E}volutionary {M}ultiobjective {O}ptimization}, booktitle = {Evolutionary Multiobjective Optimization: Theoretical Advances And Applications}, editor = {Ajith Abraham and Lakhmi Jain and Robert Goldberg}, pages = {7--32}, publisher = {Springer-Verlag}, address = {London}, note = {ISBN 1-85233-787-7}, year = {2005} } @incollection{Coello05a, author = {Carlos A. {Coello Coello} and Gregorio {Toscano Pulido} and Efr\'{e}n {Mezura Montes}}, title = {Current and Future Research Trends in Evolutionary Multiobjective Optimization}, booktitle = {Information Processing with Evolutionary Algorithms: From Industrial Applications to Academic Speculations}, editor = {Manuel Gra\~{n}a and Richard Duro and Alicia d'Anjou and Paul P. Wang}, publisher = {Springer-Verlag}, pages = {213--231}, note = {ISBN 1-8523-3866-0}, year = {2005} } @article{Coello05b, author = {Carlos A. {Coello Coello} and Nareli {Cruz Cort\'{e}s}}, title = {Solving {M}ultiobjective {O}ptimization {P}roblems using an {A}rtificial {I}mmune {S}ystem}, journal = {Genetic Programming and Evolvable Machines}, pages = {163--190}, volume = {6}, number = {2}, month = {June}, year = {2005} } @article{Coello05c, author = {Carlos A. {Coello Coello} and Gregorio {Toscano Pulido}}, title = {Multiobjective {S}tructural {O}ptimization using a {M}icro-{G}enetic {A}lgorithm}, journal = {Structural and Multidisciplinary Optimization}, volume = {30}, number = {5}, pages = {388--403}, month = {November}, year = {2005} } @article{Coello06, author = {Carlos A. {Coello Coello}}, title = {The {EMOO} repository: a resource for doing research in evolutionary multiobjective optimization}, journal = {IEEE Computational Intelligence Magazine}, volume = {1}, number = {1}, pages = {37--45}, month = {February}, year = {2006} } @article{Coello06a, author = {Carlos A. {Coello Coello}}, title = {Evolutionary Multiobjective Optimization: A Historical View of the Field}, journal = {IEEE Computational Intelligence Magazine}, volume = {1}, number = {1}, pages = {28--36}, month = {February}, year = {2006} } @incollection{Coello06b, author = {Carlos A. {Coello Coello}}, title = {20 {Y}ears of {E}volutionary {M}ulti-{O}bjective {O}ptimization: {W}hat {H}as {B}een {D}one and {W}hat {R}emains to be {D}one}, booktitle = {Computational Intelligence: Principles and Practice}, editor = {Gary Y. Yen and David B. Fogel}, publisher = {IEEE Computational Intelligence Society}, chapter = {4}, pages = {73--88}, address = {Vancouver, Canada}, year = {2006, ISBN 0-9787135-0-8} } @incollection{Coello06c, author = {Carlos A. {Coello Coello}}, title = {Evolutionary Multi-Objective Optimization in Finance}, booktitle = {Handbook of Research on Nature Inspired Computing for Economy and Management}, editor = {Jean-Philippe Rennard}, pages = {74--88}, volume = {1}, publisher = {Idea Group Reference}, address = {Hershey, UK}, year = {2006}, note = {ISBN 1-59140-984-5} } @book{Coello07, author = {Carlos A. {Coello Coello} and Gary B. Lamont and David A. {Van Veldhuizen}}, title = {Evolutionary Algorithms for Solving Multi-Objective Problems}, edition = {Second}, publisher = {Springer}, address = {New York}, month = {September}, year = {2007}, note = {ISBN 978-0-387-33254-3} } @article{Coello09, author = {Carlos A. {Coello Coello} and Ricardo {Landa Becerra}}, title = {Evolutionary Multi-Objective Optimization in Materials Science and Engineering}, journal = {Materials and Manufacturing Processes}, volume = {24}, number = {2}, pages = {119--129}, month = {February}, year = {2009} } @article{Coello09a, author = {Carlos A. {Coello Coello}}, title = {{Evolutionary Multi-Objective Optimization: Some Current Research Trends and Topics that Remain to be Explored}}, journal = {Frontiers of Computer Science in China}, volume = {3}, number = {1}, pages = {18--30}, year = {2009} } @book{Coello09b, editor = {Carlos A. {Coello Coello} and Satchidananda Dehuri and Susmita Ghosh}, title = {Swarm Intelligence for Multi-objective Problems in Data Mining}, publisher = {Springer}, address = {Berlin/Heidelberg}, year = {2009}, note = {ISBN: 978-3-642-03624-8} } @book{Coello10, editor = {Carlos A. {Coello Coello} and Clarisse Dhaenens and Laetitia Jourdan}, title = {Advances in Multi-Objective Nature Inspired Computing}, publisher = {Springer}, address = {Berlin/Heidelberg}, year = {2010}, note = {ISBN 978-3-642-11217-1} } @incollection{Coello10a, author = {Carlos A. {Coello Coello} and Clarisse Dhaenens and Laetitia Jourdan}, title = {{Multi-Objective Combinatorial Optimization: Problematic and Context}}, booktitle = {Advances in Multi-Objective Nature Inspired Computing}, editor = {Carlos A. {Coello Coello} and Clarisse Dhaenens and Laetitia Jourdan}, pages = {1--21}, chapter = {1}, publisher = {Springer, Studies in Computational Intelligence, Vol. 272}, address = {Berlin, Germany}, year = {2010}, note = {ISBN 978-3-642-11217-1} } @incollection{Coello10b, author = {Carlos A. {Coello Coello}}, title = {{A Tutorial on Multi-Objective Optimization using Metaheuristics}}, booktitle = {The Pyrenees International Workshop and Summer School on Statistics, Probability and Operations Research SPO 2009}, editor = {L.M. Esteban and B. Lacruz and F.J. L\'{o}pez and P.M. Mateo and A. P\'{e}rez-Palomares and G. Sanz and C. Paroissin}, pages = {19--38}, series = {Monograf\'{\i}as Matem\'{a}ticas ``Garc\'{\i}a de Galdeano'' No. 36}, publisher = {Universidad de Zaragoza}, address = {Spain}, month = {December}, year = {2010}, note = {ISBN 978-84-15031-92-5} } @incollection{Coello11, author = {Carlos A. {Coello Coello}}, title = {{Fundamentals of Evolutionary Multi-Objective Optimization}}, booktitle = {Industrial Electronics Handbook. Intelligent Systems}, editor = {Bogdan M. Wilamowski and J. David Irwin}, edition = {Second}, pages = {25-1--25-11}, chapter = {25}, publisher = {CRC Press}, address = {Boca Raton, Florida, USA}, year = {2011}, note = {ISBN 978-1-4398-0283-0} } @inproceedings{Coello11a, author = {Carlos A. {Coello Coello}}, title = {{An Introduction to Multi-Objective Particle Swarm Optimizers}}, booktitle = {Soft Computing in Industrial Applications}, editor = {Ant\'{o}nio Gaspar-Cunha and Ricardo Takahashi and Gerald Schaefer and Lino Costa}, pages = {3--12}, publisher = {Springer}, series = {Advances in Intelligent and Soft Computing Series}, volume = {96}, address = {Berlin}, year = {2011}, note = {ISBN 978-3-642-20504-0} } @article{Coello11b, author = {Carlos A. {Coello Coello}}, title = {{Evolutionary Multi-Objective Optimization}}, journal = {Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery}, volume = {1}, number = {5}, pages = {444--447}, month = {September/October}, year = {2011} } @incollection{Coello11c, author = {Carlos A. {Coello Coello}}, title = {{Evolutionary Multi-Objective Optimization: Basic Concepts and Some Applications in Pattern Recognition}}, booktitle = {Pattern Recognition, Third Mexican Conference, MCPR 2011}, editor = {Jos\'{e} Francisco Mart\'{\i}nez-Trinidad and Jes\'{u}s Ariel Carrasco-Ochoa and Cherif Ben-Youssef Brants and Edwin Robert Hancock}, pages = {22--33}, publisher = {Springer, Lecture Notes in Computer Science Vol. 6718}, address = {Canc\'{u}n, M\'{e}xico}, month = {June/July}, year = {2011} } @inproceedings{Coley02, author = {David A. Coley}, title = {Evolving {G}reen {B}uildings}, booktitle = {2002 Genetic and Evolutionary Computation Conference. Late-Breaking Papers}, editor = {Erick Cant\'{u}-Paz}, pages = {62--68}, address = {New York}, month = {July}, year = {2002} } @inproceedings{Colmenar11, author = {J. Manuel Colmenar and Jos\'{e} L. Risco-Mart\'{\i}n and David Atienza and J. Ignacio Hidalgo}, title = {{Multi-Objective Optimization of Dynamic Memory Managers Using Grammatical Evolution}}, booktitle = {2011 Genetic and Evolutionary Computation Conference (GECCO'2011)}, pages = {1819--1826}, publisher = {ACM Press}, address = {Dublin, Ireland}, month = {July 12-16}, year = {2011} } @inproceedings{Collette00, AUTHOR = {Y. Collette and P. Siarry and H.-I. Wong}, ADDRESS = {Paris, France}, BOOKTITLE = {PPSN/SAB Workshop on Multiobjective Problem Solving from Nature (MPSN)}, KEY = {Collette et al., 2000}, MONTH = {September}, TITLE = {Multidimensional {D}ata {R}epresentation {A}imed at the {I}nterpretation of {R}esults from {M}ultiobjective {O}ptimization}, YEAR = {2000} } @article{Collette00a, author = {Y. Collette and P. Siarry and H.-I. Wong}, title = {A {S}ystematic {C}omparison of {P}erformance of {V}arious {M}ultiple {O}bjective {M}etaheuristics {U}sing a {C}ommon {S}et of {A}nalytical {T}est {F}unctions}, journal = {Foundations of Computing and Decision Sciences}, volume = {25}, number = {4}, pages = {249--271}, year = {2000} } @book{Collette03, author = {Yann Collette and Patrick Siarry}, title = {Multiobjective {O}ptimization. {P}rinciples and {C}ase {S}tudies}, publisher = {Springer}, month = {August}, year = {2003} } @ARTICLE{Collette05, author = {Y. Collette and P. Siarry}, title = {{Three new metrics to measure the convergence of metaheuristics towards the Pareto frontier and the aesthetic of a set of solutions in biobjective optimization}}, journal = {Computers \& Operations Research}, volume = {32}, number = {4}, pages = {773--792}, month = {April}, year = {2005} } @inproceedings{Colnago09, author = {Glauber R. Colnago and Paulo B. Correia}, title = {{Multiobjective dispatch of hydrogenerating units using a two-step genetic algorithm method}}, booktitle = {2009 IEEE Congress on Evolutionary Computation (CEC'2009)}, publisher = {IEEE Press}, pages = {2554--2560}, address = {Trondheim, Norway}, month = {May}, year = {2009} } @inproceedings{Colombo05, author = {Gualtiero Colombo and Christine Mumford}, title = {Comparing {A}lgorithms, {R}epresentations and {O}perators for the {M}ulti-{O}bjective {K}napsack {P}roblem}, booktitle = {2005 IEEE Congress on Evolutionary Computation (CEC'2005)}, pages = {1268--1275}, volume = {2}, publisher = {IEEE Service Center}, month = {September}, address = {Edinburgh, Scotland}, year= {2005} } @incollection{Colombo08, author = {Gualtiero Colombo and Stuart M. Allen}, title = {{A Decomposed Approach for the Minimum Interference Frequency Assignment}}, booktitle = {Linkage in Evolutionary Computation}, editor = {Ying-ping Chen and Meng-Hiot Lim}, pages = {389--417}, publisher = {Springer-Verlag}, address = {Berlin Heidelberg}, year = {2008} } @inproceedings{Cook07, author = {Robert Cook and Arturo Molina-Cristobal and Geoff Parks and Cuitlahuac Osornio Correa and P. John Clarkson}, title = {Multi-objective {O}ptimisation of a {H}ybrid {E}lectric {V}ehicle: {D}rive {T}rain and {D}riving {S}trategy}, booktitle = {Evolutionary Multi-Criterion Optimization, 4th International Conference, EMO 2007}, editor = {Shigeru Obayashi and Kalyanmoy Deb and Carlo Poloni and Tomoyuki Hiroyasu and Tadahiko Murata}, pages = {330--345}, publisher = {Springer. Lecture Notes in Computer Science Vol. 4403}, address = {Matshushima, Japan}, month = {March}, year = {2007} } @article{Cooren11, author = {Yann Cooren and Maurice Clerc and Patrick Siarry}, title = {{MO-TRIBES, an adaptive multiobjective particle swarm optimization algorithm}}, journal = {Computational Optimization and Applications}, volume = {49}, number = {2}, pages = {379--400}, month = {June}, year = {2011} } @article{Corberan02, author = {Angel Corber\'{a}n and Elena Fern\'{a}ndez and Manuel Laguna and Rafael Mart\'{\i}}, title = {Heuristic {S}olutions to the {P}roblem of {R}outing {S}chool {B}uses with {M}ultiple {O}bjectives}, journal = {Journal of the Operational Research Society}, volume = {53}, number = {4}, pages = {427--435}, year = {2002} } @inproceedings{Cordon01, author = {O. Cord\'{o}n and F. Herrera and M.J. del Jesus and P. Villar}, title = {A {M}ultiobjective {G}enetic {A}lgorithm for {F}eature {S}election and {G}ranularity {L}earning in {F}uzzy-{R}ule {B}ased {C}lassification {S}ystems}, booktitle = {Joint 9th IFSA World Congress and 20th NAFIPS International Conference}, volume = {3}, pages = {1253--1258}, publisher = {IEEE}, year = {2001} } @inproceedings{Cordon02, author = {Oscar Cord\'{o}n and Enrique Herrera-Viedma and Mar\'{\i}a Luque}, title = {Evolutionary {L}earning of {B}oolean {Q}ueries by {M}ultiobjective {G}enetic {P}rogramming}, booktitle = {Parallel Problem Solving from Nature---PPSN VII}, editor = {Juan Juli\'{a}n {Merelo Guerv\'{o}s} and Panagiotis Adamidis and Hans-Georg Beyer and Jos\'{e}-Luis Fern\'{a}ndez-Villaca\~{n}as and Hans-Paul Schwefel}, publisher = {Springer-Verlag. Lecture Notes in Computer Science No. 2439}, month = {September}, pages = {710--719}, address = {Granada, Spain}, year = {2002} } @article{Cordon06, author = {O. Cordon and E. Herrera-Viedma and M. Luque}, title = {Improving the learning of {B}oolean queries by means of a multiobjective {IQBE} evolutionary algorithm}, journal = {Information Processing \& Management}, volume = {42}, number = {3}, pages = {615--632}, month = {May}, year = {2006} } @INCOLLECTION{Cordon10, author = {Oscar Cord\'{o}n and Arnaud Quirin and Roc\'{\i}o Romero-Zaliz}, title = {{Multiple Ant Colony System for Substructure Discovery}}, booktitle = {Swarm Intelligence. 7th International Conference, ANTS 2010}, publisher = {Springer, Lecture Notes in Computer Science Vol. 6234}, editor = {Marco Dorigo and Mauro Birattari and Gianni A. Di Caro and Ren\'{e} Doursat and Andries P. Engelbrecht and Dario Floreano and Luca Maria Gambardella and Roderich Gro{\ss} and Erol \c{S}ahin and Hiroki Sayama and Thomas St\"{u}tzle}, pages = {472--479}, address = {Brussels, Belgium}, month = {September 8-10}, year = {2010} } @inproceedings{Costa99, author = {Lino A. Costa and Pedro Oliveira and Isabel N. Figueiredo and Rog\'{e}rio P. Leal}, title = {Compliance {M}inimization of a {C}omposite {L}aminated {P}late by {G}enetic {A}lgorithms}, booktitle = {Proceedings of the European Conference on Computational Mechanics---ECCM'99}, pages = {740--741}, address = {Munich, Germany}, year = {1999} } @inproceedings{Corne00, author = {David W. Corne and Joshua D. Knowles and Martin J. Oates}, title = {The {P}areto {E}nvelope-based {S}election {A}lgorithm for {M}ultiobjective {O}ptimization}, booktitle = {Proceedings of the Parallel Problem Solving from Nature VI Conference}, editor = {Marc Schoenauer and Kalyanmoy Deb and G\"{u}nter Rudolph and Xin Yao and Evelyne Lutton and Juan Julian Merelo and Hans-Paul Schwefel}, publisher = {Springer. Lecture Notes in Computer Science No. 1917}, address = {Paris, France}, pages = {839--848}, year = {2000} } @inproceedings{Corne01, author = {David W. Corne and Nick R. Jerram and Joshua D. Knowles and Martin J. Oates}, title = {{PESA-II}: {R}egion-based {S}election in {E}volutionary {M}ultiobjective {O}ptimization}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2001)}, editor = {Lee Spector and Erik D. Goodman and Annie Wu and W.B. Langdon and Hans-Michael Voigt and Mitsuo Gen and Sandip Sen and Marco Dorigo and Shahram Pezeshk and Max H. Garzon and Edmund Burke}, pages = {283--290}, publisher = {Morgan Kaufmann Publishers}, address = {San Francisco, California}, year = {2001} } @article{Corne03, author = {David W. Corne and Kalyanmoy Deb and Peter J. Fleming and Joshua D. Knowles}, title = {The {G}ood of the {M}any {O}utweights the {G}ood of the {O}ne: {E}volutionary {M}ulti-{O}bjective {O}ptimization}, journal = {Connections. The Newsletter of the IEEE Neural Networks Society}, volume = {1}, number = {1}, pages = {9--13}, month = {February}, year = {2003} } @inproceedings{Corne03a, author = {David W. Corne and Joshua D. Knowles}, title = {No {F}ree {L}unch and {F}ree {L}eftovers {T}heorems for {M}ultiobjective {O}ptimisation {P}roblems}, booktitle = {Evolutionary Multi-Criterion Optimization. Second International Conference, EMO 2003}, editor = {Carlos M. Fonseca and Peter J. Fleming and Eckart Zitzler and Kalyanmoy Deb and Lothar Thiele}, publisher = {Springer. Lecture Notes in Computer Science. 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Steele}, publisher = {Springer}, address = {Coimbra, Portugal}, month = {March}, year = {2005} } @article{Cunkas08, author = {Mehmet Cunkas and Abdullah Urkmez}, title = {{Design Optimization of Submersible Induction Motors by Multiobjective Fuzzy Genetic Algorithm}}, journal = {Journal of The Faculty of Engineering and Architecture of Gazi University}, volume = {23}, number = {3}, pages = {645--653}, month = {September}, year = {2008} } @article{Cunkas10, author = {Mehmet Cunkas and Tahir Sag}, title = {{Efficiency determination of induction motors using multi-objective evolutionary algorithms}}, journal = {Advances in Engineering Software}, volume = {41}, number = {2}, pages = {255--261}, month = {February}, year = {2010} } @article{Cupertino04, author = {Francesco Cupertino and Ernesto Mininno and David Naso and Biagio Turchiano and Luigi Salvatore}, title = {On-{L}ine {G}enetic {D}esign of {A}nti-{W}indup {U}nstructured {C}ontrollers for {E}lectric {D}rives {W}ith {V}ariable {L}oad}, journal = {IEEE Transactions on Evolutionary Computation}, volume = {8}, number = {4}, pages = {347--364}, month = {August}, year = {2004} } @article{Curteanu08, author = {Silvia Curteanu and Maria Cazacu}, title = {{Optimization of a Polysiloxane Synthesis Process Using Artificial Intelligence Methods}}, journal = {Revue Roumaine de Chimie}, volume = {53}, number = {12}, pages = {1141--1148}, month = {December}, year = {2008} } @article{Curteanu08a, author = {Silvia Curteanu and Maria Cazacu}, title = {{Neural networks and genetic algorithms used for modeling and optimization of the siloxane-siloxane copolymers synthesis}}, journal = {Journal Of Macromolecular Science Part A-Pure And Applied Chemistry}, volume = {45}, number = {1}, pages = {23--36}, year = {2008} } @incollection{Cutello05, author = {Vincenzo Cutello and Giuseppe Narzisi and Giuseppe Nicosia}, title = {A {C}lass of {P}areto {A}rchived {E}volution {S}trategy {A}lgorithms {U}sing {I}mmune {I}nspired {O}perators for {A}b-{I}nitio {P}rotein {S}tructure {P}rediction}, booktitle = {Applications of Evolutionary Computing. Evoworkshops 2005: EvoBIO, EvoCOMNET, EvoHOT, EvoIASP, EvoMUSART, and EvoSTOC}, editor = {Franz Rothlauf et al.}, pages = {54--63}, publisher = {Springer. Lecture Notes in Computer Science Vol. 3449}, address = {Lausanne, Switzerland}, month = {March/April}, year = {2005} } @article{Cutello06, author = {V. Cutello and G. Narzisi and G. Nicosia}, title = {{A multi-objective evolutionary approach to the protein structure prediction problem}}, journal = {Journal of the Royal Society Interface}, volume = {3}, number = {6}, pages = {139--151}, month = {February 22}, year = {2006} } @incollection{Cutello08, author = {Vincenzo Cutello and Giuseppe Narzisi and Giuseppe Nicosia}, title = {Computational {S}tudies of {P}rotein {S}tructure {P}rediction {P}roblems via {M}ultiobjective {E}volutionary {A}lgorithms}, booktitle = {Multi-Objective Problem Solving from Nature: From Concepts to Applications}, editor = {Joshua Knowles and David Corne and Kalyanmoy Deb}, pages = {93--114}, publisher = {Springer}, year = {2008}, address = {Berlin}, note = {ISBN 978-3-540-72963-1} } @incollection{Covas11, author = {Jos\'{e} Ant\'{o}nio Covas and Ant\'{o}nio Gaspar-Cunha}, title = {{Polymer Extrusion--Setting the Operating Conditions and Defining the Screw Geometry}}, booktitle = {Optimization in Polymer Processing}, editor = {Ant\'{o}nio Gaspar-Cunha and Jos\'{e} Ant\'{o}nio Covas}, chapter = {5}, pages = {87--113}, publisher = {Nova Science Publishers}, address = {New York, USA}, year = {2011}, note = {ISBN 978-1-61122-818-2} } @incollection{Cvetkovic05, author = {Dragan Cvetkovi\'{c} and Carlos A. {Coello Coello}}, title = {Human {P}references and {T}heir {A}pplications in {E}volutionary {M}ulti-{O}bjective {O}ptimization}, booktitle = {Knowledge Incorporation in Evolutionary Computation}, editor = {Yaochu Jin}, pages = {479--502}, publisher = {Springer}, address = {Berlin Heidelberg}, year = {2005}, note = {ISBN 3-540-22902-7} } @article{Czyzak96, author = {P. 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Takahashi}, title = {{Multiobjective Dynamic Optimization of Vaccination Campaigns Using Convex Quadratic Approximation Local Search}}, booktitle = {Evolutionary Multi-Criterion Optimization, 6th International Conference, EMO 2011}, editor = {Ricardo H.C. Takahashi and Kalyanmoy Deb and Elizabeth F. Wanner and Salvatore Grecco}, pages = {404--417}, publisher = {Springer. Lecture Notes in Computer Science Vol. 6576}, address = {Ouro Preto, Brazil}, month = {April}, year = {2011} } @ARTICLE{Daeyaert05, author = {F. Daeyaert and M. {de Jonge} and J. Heeres and J. Heeres and L. Koymans and P. Lewi and W. {van den Broeck} and M. Vinkers}, title = {{Pareto optimal flexible alignment of molecules using a non-dominated sorting genetic algorithm}}, journal = {Chemometrics and Intelligent Laboratory Systems}, volume = {77}, number = {1-2}, pages = {232--237}, month = {May 28}, year = {2005} } @ARTICLE{Dagli93, author = {C. H. Dagli and Sittisathanchai and S. 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V. Dakev and J. F. Whidborne and A. J. Chipperfield}, year = {1995}, title = {${H}_\infty$ design of an {EMS} control system for a maglev vehicle using evolutionary algorithms}, booktitle = {Proceedings of the First IEE/IEEE International Conference on Genetic Algorithms in Engineering Systems : Innovations and Applications, GALESIA'95}, pages = {226-231}, address = {Sheffield, U.K.} } @inproceedings{Dakev95a, author = {N.V. Dakev and A.J. Chipperfield and P.J. Fleming}, title = {A {G}eneral {A}pproach for {S}olving {O}ptimal {C}ontrol {P}roblems using {O}ptimization {T}echniques}, booktitle = {IEEE International Conference on Systems, Man, and Cybernetics}, pages = {4503--4508}, publisher = {IEEE}, volume = {5}, year = {1995} } @inproceedings{Dakev96, author = {N. V. Dakev and A. J. Chipperfield and J. F. Whidborne and P. J. Fleming}, year = {1996}, title = {An evolutionary algorithm approach for solving optimal control problems}, booktitle = {Proceedings of the 13th International Federation of Automatic Control (IFAC) World Congress}, address = {San Francisco, California} } @article{Dakev97, author = {N. V. Dakev and J. F. Whidborne and A. J. Chipperfield and P. J. Fleming}, year = {1997}, title = {{Evolutionary H-infinity design of an electromagnetic suspension control system for a maglev vehicle}}, journal = {Proceedings of the Institution of Mechanical Engineers Part I--Journal of Systems and Control Engineering}, volume = {211}, number={5}, pages = {345--355} } @article{Dalalah09, author = {Doraid M. Dalalah}, title = {{Piecewise parametric polynomial fuzzy sets}}, journal = {International Journal of Approximate Reasoning}, volume = {50}, number = {7}, pages = {1081--1096}, month = {July}, year = {2009} } @phdthesis{Dale04, author = {Brian Marshall Dale}, title = {Optimal Design of MR Image Acquisition Techniques}, school = {Department of Biomedical Engineering, Case Western Reserve University}, address = {USA}, month = {May}, year = {2004} } @article{Dale04a, author = {BM Dale and JS Lewin and JL Duerk}, title = {{Optimal design of k-space trajectories using a multi-objective genetic algorithm}}, journal = {Magnetic Resonance in Medicine}, volume = {52}, number = {4}, pages = {831--841}, month = {October}, year = {2004} } @ARTICLE{DalMoro07, author = {G. {Dal Moro} and M. Pipan}, title = {{Joint inversion of surface wave dispersion curves and reflection travel times via multi-objective evolutionary algorithms}}, journal = {Journal of Applied Geophysics}, volume = {61}, number = {1}, pages = {56--81}, month = {January}, year = {2007} } @ARTICLE{DalMoro08, author = {Giancarlo {Dal Moro}}, title = {{V-S and V-P vertical profiling via joint inversion of Rayleigh waves and refraction travel times by means of bi-objective evolutionary algorithm}}, journal = {Journal of Applied Geophysics}, volume = {66}, number = {1-2}, pages = {15--24}, month = {October 15}, year = {2008} } @ARTICLE{DalMoro10, author = {Giancarlo {Dal Moro}}, title = {{Insights on surface wave dispersion and HVSR: Joint analysis via Pareto optimality}}, journal = {Journal of Applied Geophysics}, volume = {72}, number = {2}, pages = {129--140}, month = {October}, year = {2010} } @inproceedings{Dandois10, author = {C\'{e}line Dandois and Federico Divina and Wim Vanhoof}, title = {{A Multi-Objective Evolutionary Concept Learner}}, booktitle = {2010 IEEE Congress on Evolutionary Computation (CEC'2010)}, pages = {411--418}, publisher = {IEEE Press}, address = {Barcelona, Spain}, month = {July 18--23}, year = {2010} } @inproceedings{Daneshyari08, author = {Moayed Daneshyari and Gary G. Yen}, title = {{Cultural MOPSO: A Cultural Framework to Adapt Parameters of Multiobjective Particle Swarm Optimization}}, booktitle = {2008 Congress on Evolutionary Computation (CEC'2008)}, pages = {1325--1332}, publisher = {IEEE Service Center}, address = {Hong Kong}, month = {June}, year = {2008} } @article{Daneshyari11, author = {Moayed Daneshyari and Gary G. Yen}, title = {{Cultural-Based Multiobjective Particle Swarm Optimization}}, journal = {IEEE Transactions on Systems, Man, and Cybernetics Part B--Cybernetics}, volume = {41}, number = {2}, pages = {553--567}, month = {April}, year = {2011} } @incollection{Dangelo04, author = {S. D'Angelo and M. Fantetti and E. Minisci}, title = {Hang-{G}lider {W}ing {D}esign by {G}enetic {O}ptimization}, booktitle = {IUTAM Symposium on Evolutionary Methods in Mechanics}, editor = {Tadeusz Burczy\'{n}ski and Andrzej Osyczka}, pages = {47--58}, publisher = {Kluwer Academic Publishers}, address = {Dordrecht/Boston/London}, year = {2004}, note = {ISBN 1-4020-2266-2} } @incollection{Dangelo04a, author = {Salvatore D'Angelo and Edmondo Minisci and Marco Dutto}, title = {Evolutionary {O}ptimization of a {R}obust {C}ontroller for {F}light {M}aneuvers}, booktitle = {Bioinspired Optimization Methods and Their Applications. Proceedings of the International Conference on Bioinspired Optimization Methods and their Applications, BIOMA 2004}, editor = {Bogdan Filipi\v{c} and Jurij \v{S}ilc}, pages = {137--146}, publisher = {Jo\v{z}ef Stefan Institute}, address = {Ljubljana, Slovenia}, month = {October}, year = {2004} } @inproceedings{Dangelo05, author = {Salvatore D'Angelo and Edmondo Minisci}, title = {Multi-{O}bjective {E}volutionary {O}ptimization of {S}ubsonic {A}irfoils by {K}riging {A}pproximation and {E}volution {C}ontrol}, booktitle = {2005 IEEE Congress on Evolutionary Computation (CEC'2005)}, pages = {1262--1267}, volume = {2}, publisher = {IEEE Service Center}, month = {September}, address = {Edinburgh, Scotland}, year= {2005} } @inproceedings{Darwen95, author = {P. J. Darwen and X. Yao}, booktitle = {Proceedings of the Second IEEE International Conference on Evolutionary Computation}, key = {Darwen and Yao, 1995}, pages = {}, address = {Piscataway, New Jersey}, publisher = {IEEE Press}, title = {A {D}ilemma for {F}itness {S}haring with a {S}caling {F}unction}, year = {1995} } @article{Das98, author = {D.B. Das and C. Patvardhan}, title = {New multi-objective stochastic search technique for economic load dispatch}, journal = {IEE Proceedings on Generation, Transmission and Distribution}, volume = {145}, number = {6}, pages = {747--752}, month = {November}, year = {1998} } @incollection{Das07, author = {Ranajit Das and Sushmita Mitra and Haider Banka and Subhasis Mukhopadhyay}, title = {{Evolutionary Biclustering with Correlation for Gene Interaction Networks}}, booktitle = {Pattern Recognition and Machine Intelligence. Second International Conference (PReMI'2007)}, editor = {Ashish Ghosh and Rajat K. De and Sankar K. Pal}, pages = {416--424}, publisher = {Springer, Lecture Notes in Computer Science, Vol. 4815}, address = {Kolkata, India}, year = {2007}, note = {ISBN 978-3-540-77045-9}, month = {December 18-22} } @article{Das08, author = {Sanjoy Das and Balasubramaniam Natarajan and Daniel Stevens and Praveen Koduru}, title = {Multi-objective and constrained optimization for DS-CDMA code design based on the clonal selection principle}, journal = {Applied Soft Computing}, volume = {8}, number = {1}, pages = {788--797}, month = {January}, year = {2008} } @book{Das09, author = {Swagatam Das and Ajith Abraham and Amit Konar}, title = {Metaheuristic Clustering}, publisher = {Springer}, address = {Berlin}, year = {2009}, note = {ISBN 978-3-540-92172-1} } @article{Das11, author = {Swagatam Das and Ponnuthurai Nagaratnam Suganthan}, title = {{Differential Evolution: A Survey of the State-of-the-Art}}, journal = {IEEE Transactions on Evolutionary Computation}, volume = {15}, number = {1}, pages = {27--54}, month = {February}, year = {2011} } @incollection{Das11a, author = {Madhabananda Das and Satchidanandra Dehuri}, title = {{Some Studies on Particle Swarm Optimization for Single and Multi-Objective Problems}}, booktitle = {Integration of Swarm Intelligence and Artificial Neural Network}, editor = {Satchidanada Dehuri and Susmita Ghosh and Sung Bae Cho}, pages = {239--304}, chapter = {10}, publisher = {World Scientific}, address = {Singapore}, year = {2011}, note = {ISBN 978-981-4280-14-3} } @inproceedings{Dasgupta01, author = {Dipankar Dasgupta and Fabio A. Gonz\'{a}lez}, title = {Evolving {C}omplex {F}uzzy {C}lassifier {R}ules {U}sing a {L}inear {T}ree {G}enetic {R}epresentation}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2001)}, editor = {Lee Spector and Erik D. Goodman and Annie Wu and W.B. Langdon and Hans-Michael Voigt and Mitsuo Gen and Sandip Sen and Marco Dorigo and Shahram Pezeshk and Max H. Garzon and Edmund Burke}, pages = {299--305}, publisher = {Morgan Kaufmann Publishers}, address = {San Francisco, California}, year = {2001} } @inproceedings{Dasgupta09, author = {Dipankar Dasgupta and German Hernandez and Andres Romero and Deon Garrett and Aishwarya Kaushal and James Simien}, title = {{On The Use of Informed Initialization and Extreme Solutions Sub-population in Multiobjective Evolutionary Algorithms}}, booktitle = {2009 IEEE Symposium on Computational Intelligence in Multi-Criteria Decision-Making (MCDM'2009)}, address = {Nashville, TN, USA}, publisher = {IEEE Press}, pages = {58--65}, month = {March 30 - April 2}, year = {2009}, note = {ISBN 978-1-4244-2764-2} } @inproceedings{Dasgupta09a, author = {Dipankar Dasgupta and Fernando Ni\~{n}o and Deon Garrett and Koyel Chaudhuri and Soujanya Medapati and Aishwarya Kaushal and James Simien}, title = {{A multiobjective evolutionary algorithm for the task based sailor assignment problem}}, booktitle = {2009 Genetic and Evolutionary Computation Conference (GECCO'2009)}, address = {Montreal, Canada}, publisher = {ACM Press}, pages = {1475--1482}, month = {July 8--12}, year = {2009}, note = {ISBN 978-1-60558-325-9} } @inproceedings{Dasgupta10, author = {Dipankar Dasgupta and David Becerra and Alex Banceanu and Fernando Nino and James Simien}, title = {{A Parallel Framework for Multi-objective Evolutionary Optimization}}, booktitle = {2010 IEEE Congress on Evolutionary Computation (CEC'2010)}, pages = {585--592}, publisher = {IEEE Press}, address = {Barcelona, Spain}, month = {July 18--23}, year = {2010} } @inproceedings{Dasgupta12, author = {Dipankar Dasgupta and Deon Garrett and Fernando Nino and Alex Banceanu and David Becerra}, title = {{A Genetic-Based Solution to the Task-Based Sailor Assignment Problem}}, booktitle = {Variants of Evolutionary Algorithms for Real-World Applications}, editor = {Raymond Chiong and Thomas Weise and Zbigniew Michalewicz}, pages = {167--203}, address = {Berlin}, year = {2012} } @article{daSilva09, author = {Maira Martins {da Silva} and Olivier Bruels and Wim Desmet and Hendrik Van Brussel}, title = {{Integrated structure and control design for mechatronic systems wih configuration-dependent dynamics}}, journal = {Mechatronics}, volume = {19}, number = {6}, pages = {1016--1025}, month = {September}, year = {2009} } @article{daSilva10, author = {Carlos Gomes {da Silva} and Joao Climaco and Adiel {Almeida Filho}}, title = {{The small world of efficient solutions: empirical evidence from the bi-objective \{0,1\}-knapsack problem}}, journal = {4OR-A Quarterly Journal of Operations Research}, volume = {8}, number = {2}, pages = {195--211}, month = {June}, year = {2010} } @ARTICLE{Silva12, author = {C. R. M. Silva and H. W. C. Lins and S. R. Martins and E. L. F. Barreto and A. G. d'Assuncao}, title = {{A multiobjective optimization of a UWB antenna using a self organizing genetic algorithm}}, journal = {Microwave and optical Technology letters}, volume = {54}, number = {8}, pages = {1824--1828}, month = {August}, year = {2012} } @inproceedings{Datta05, author = {Dilip Datta and Kalyanmoy Deb}, title = {Design of optimum cross-sections for load-carrying members using multi-objective evolutionary algorithms}, booktitle = {Proceedings of the International Conference on Systemics, Cybernetics and Informatics (ICSCI)}, pages = {571--577}, address = {Hyberabad, India}, year = {2005} } @article{Datta06, author = {Dilip Datta and Kalyanmoy Deb}, title = {Design of optimum cross-sections for load carrying members using multi-objective evolutionary algorithms}, journal = {Journal of Systemics, Cybernetics and Informatics}, volume = {1}, pages = {57--63}, month = {January}, year = {2006} } @phdthesis{Datta06a, author = {Dilip Datta}, title = {Multi-{O}bjective {E}volutionary {A}lgorithms for {R}esource {A}llocation {P}roblems}, school = {Department of Mechanical Engineering, Indian Institute of Technology Kanpur}, address = {India}, month = {July}, year = {2006} } @article{Datta07, author = {Shubhabrata Datta and Frank Pettersson and Subhas Ganguly and Henrik Sax\'{e}n and Niruopam Chakraborti}, title = {Designing High Strength Multi-phase Steel for Improved Strength-Ductility Balance Using Neural Networks and Multi-objective Genetic Algorithms}, journal = {ISIJ International}, volume = {47}, number = {8}, pages = {1195--1203}, year = {2007} } @incollection{Datta07a, author = {Dilip Datta and Kalyanmoy Deb and Carlos M. Fonseca}, title = {Multi-{O}bjective {E}volutionary {A}lgorithm for {U}niversity {C}lass {T}imetabling {P}roblem}, booktitle = {Evolutionary Scheduling}, editor = {Keshav P. Dahal and Kay Chen Tan and Peter I Cowling}, pages = {197--236}, publisher = {Springer}, series = {Studies in Computational Intelligence (SCI)}, address = {Berlin}, year = {2007}, note = {ISBN 3-540-48582-1} } @inproceedings{Datta07b, author = {Dilip Datta and Kalyanmoy Deb and Carlos M. Fonseca}, title = {Multi-objective {E}volutionary {A}lgorithms for {R}esource {A}llocation {P}roblems}, booktitle = {Evolutionary Multi-Criterion Optimization, 4th International Conference, EMO 2007}, editor = {Shigeru Obayashi and Kalyanmoy Deb and Carlo Poloni and Tomoyuki Hiroyasu and Tadahiko Murata}, pages = {401--416}, publisher = {Springer. Lecture Notes in Computer Science Vol. 4403}, address = {Matshushima, Japan}, month = {March}, year = {2007} } @article{Datta07c, author = {Dilip Datta and Kalyanmoy Deb and Carlos M. Fonseca and Fernando G. Lobo and Paulo A. Condado and J\'{u}lia Seixas}, title = {{Multi-Objective Evolutionary Algorithm for Land-Use Management Problem}}, journal = {International Journal of Computational Intelligence Research}, volume = {3}, number = {4}, pages = {371--384}, year = {2007} } @article{Datta08, author = {Shubhabrata Datta and Frank Pettersson and Subhas Ganguly and Henrik Saxen and Nirupam Chakraborti}, title = {Identification of factors governing mechanical properties of {TRIP}-aided steel using genetic algorithms and neural networks}, journal = {Materials and Manufacturing Processes}, volume = {23}, number = {2}, pages = {131--138}, year = {2008} } @inproceedings{Datta08a, author = {Dilip Datta and Jos\'{e} Rui Figueira and Carlos M. Fonseca and Fernando Tavares-Pereira}, title = {{Graph Partitioning Through a Multi-Objective Evolutionary Algorithm: A Preliminary Study}}, booktitle = {2008 Genetic and Evolutionary Computation Conference (GECCO'2008)}, pages = {625--632}, publisher = {ACM Press}, address = {Atlanta, USA}, month = {July}, year = {2008}, note = {ISBN 978-1-60558-131-6} } @article{Datta08b, author = {Dilip Datta and Carlos M. Fonseca and Kalyanmoy Deb}, title = {{A Multi-Objective Evolutionary Algorithm to Exploit the Similarities of Resource Allocation Problems}}, journal = {Journal of Scheduling}, volume = {11}, number = {6}, pages = {405--419}, month = {December}, year = {2008} } @INPROCEEDINGS{Datta10, author = {Rituparna Datta and Anima Majumder}, title = {{Optimization of turning process parameters using Multi-objective Evolutionary algorithm}}, booktitle = {2010 IEEE Congress on Evolutionary Computation (CEC'2010)}, year = {2010}, pages = {3629--3634}, address = {Barcelona, Spain}, month = {July 18--23}, publisher = {IEEE Press} } @inproceedings{Datta10a, author = {Dilip Datta and Akan Kumar Das}, title = {{Tuning Process Parameters of Electrochemical Machining Using a Multi-Objective Genetic Algorithm: A Preliminary Study}}, booktitle = {Simulated Evolution and Learning, 8th International Conference, SEAL 2010}, editor = {Kalyanmoy Deb and Arnab Bhattacharya and Nirupam Chakraborti and Partha Chakroborty and Swagatam Das and Joydeep Dutta and Santosh K. Gupta and Ashu Jain and Varun Aggarwal and J\"{u}rgen Branke and Sushil J. Louis and Kay Chen Tan}, pages = {485--493}, publisher = {Springer. Lecture Notes in Computer Science Vol. 6457}, address = {Kanpur, India}, month = {December 1-4}, year = {2010} } @inproceedings{Datta10b, author = {Rituparna Datta}, title = {{Constrained Engineering Design Optimization Using a Hybrid Bi-Objective Evolutionary-Classical Methodology}}, booktitle = {Simulated Evolution and Learning, 8th International Conference, SEAL 2010}, editor = {Kalyanmoy Deb and Arnab Bhattacharya and Nirupam Chakraborti and Partha Chakroborty and Swagatam Das and Joydeep Dutta and Santosh K. Gupta and Ashu Jain and Varun Aggarwal and J\"{u}rgen Branke and Sushil J. Louis and Kay Chen Tan}, pages = {633--637}, publisher = {Springer. Lecture Notes in Computer Science Vol. 6457}, address = {Kanpur, India}, month = {December 1-4}, year = {2010} } @inproceedings{Datta11, author = {Rituparna Datta and Kalyanmoy Deb}, title = {{A Bi-objective Based Hybrid Evolutionary-Classical Algorithm for Handling Equality Constraints}}, booktitle = {Evolutionary Multi-Criterion Optimization, 6th International Conference, EMO 2011}, editor = {Ricardo H.C. Takahashi and Kalyanmoy Deb and Elizabeth F. Wanner and Salvatore Grecco}, pages = {313--327}, publisher = {Springer. Lecture Notes in Computer Science Vol. 6576}, address = {Ouro Preto, Brazil}, month = {April}, year = {2011} } @article{Datta11a, author = {Dilip Datta and Jose Rui Figueira}, title = {{Graph partitioning by multi-objective real-valued metaheuristics: A comparative study}}, journal = {Applied Soft Computing}, volume = {11}, number = {5}, pages = {3976--3987}, month = {July}, year = {2011} } @inproceedings{Datta11b, author = {Rituparna Datta and Kalyanmoy Deb}, title = {{Multi-Objective Design and Analysis of Robot Gripper Configurations Using an Evolutionary-Classical Approach}}, booktitle = {2011 Genetic and Evolutionary Computation Conference (GECCO'2011)}, pages = {1843--1850}, publisher = {ACM Press}, address = {Dublin, Ireland}, month = {July 12-16}, year = {2011} } @ARTICLE{Datta12, author = {Dilip Datta and Jose Rui Figueira}, title = {{Some convergence-based M-ary cardinal metrics for comparing performances of multi-objective optimizers}}, journal = {Computers \& Operations Research}, volume = {39}, number = {7}, pages = {1754--1762}, month = {July}, year = {2012} } @ARTICLE{Daum09, author = {David Daum and Nicolas Morel}, title = {{Assessing the saving potential of blind controller via multi-objective optimization}}, journal = {Building Simulation}, volume = {2}, number = {3}, pages = {175--185}, month = {September}, year = {2009} } @article{Daum10, author = {David Daum and Nicolas Morel}, title = {{Identifying important state variables for a blind controller}}, journal = {Building and Environment}, volume = {45}, number = {4}, pages = {887--900}, month = {April}, year = {2010} } @inproceedings{Davarynejad11, author = {Mohsen Davarynejad and Jafar Rezaei and Jos Vrancken and Jan {van den Berg} and Carlos A. {Coello Coello}}, title = {{Accelerating Convergence Towards the Optimal Pareto Front}}, booktitle = {2011 IEEE Congress on Evolutionary Computation (CEC'2011)}, pages = {2107--2114}, publisher = {IEEE Service Center}, address = {New Orleans, Louisiana, USA}, month = {5-8 June}, year = {2011} } @inproceedings{Davis09, author = {Madeleine Davis-Moradkhan and Will N. Browne and Peter Grindrod}, title = {{Extending evolutionary algorithms to discover tri-criterion and non-supported solutions for the minimum spanning tree problem}}, booktitle = {2009 Genetic and Evolutionary Computation Conference (GECCO'2009)}, address = {Montreal, Canada}, publisher = {ACM Press}, pages = {1829--1830}, month = {July 8--12}, year = {2009}, note = {ISBN 978-1-60558-325-9} } @incollection{Davis10, author = {Madeleine Davis-Moradkhan and Will Browne}, title = {{Evolutionary Algorithms for the Multi Criterion Minimum Spanning Tree Problem}}, booktitle = {Computational Intelligence in Expensive Optimization Problems}, editor = {Yoel Tenne and Chi-Keong Goh}, pages = {423-–452}, publisher = {Springer}, address = {Berlin, Germany}, year = {2010}, note = {ISBN 978-3-642-10700-9} } @article{Davoudpour09, author = {Hamid Davoudpour and Maryam Ashrafi}, title = {{Solving multi-objective SDST flexible flow shop using GRASP algorithm}}, journal = {International Journal of Advanced Manufacturing Technology}, volume = {44}, number = {7-8}, pages = {737-747}, month = {October}, year = {2009} } @inproceedings{Dawson07, author = {Peter Dawson and Geoff Parks and Daniel Jaeggi and Arturo Molina-Cristobal and P. John Clarkson}, title = {The {D}evelopment of a {M}ulti-threaded {M}ulti-objective {T}abu {S}earch {A}lgorithm}, booktitle = {Evolutionary Multi-Criterion Optimization, 4th International Conference, EMO 2007}, editor = {Shigeru Obayashi and Kalyanmoy Deb and Carlo Poloni and Tomoyuki Hiroyasu and Tadahiko Murata}, pages = {242--256}, publisher = {Springer. Lecture Notes in Computer Science Vol. 4403}, address = {Matshushima, Japan}, month = {March}, year = {2007} } @inproceedings{Day02, author = {R. O. Day and J. B. Zydallis and G. B. Lamont}, title = {Solving the {P}rotein structure {P}rediction {P}roblem through a {M}ulti-{O}bjective {G}enetic {A}lgorithm}, booktitle = {Proceedings of IEEE/DARPA International Conference on Computational Nanoscience (ICCN'02)}, pages = {32--35}, year = {2002} } @inproceedings{Day03, author = {Richard O. Day and Mark P. Kleeman and Gary B. Lamont}, title = {Solving the {M}ulti-objective {Q}uadratic {A}ssignment {P}roblem using a fast messy {G}enetic {A}lgorithm}, booktitle = {Proceedings of the 2003 Congress on Evolutionary Computation (CEC'2003)}, pages = {2277--2283}, volume = {3}, publisher = {IEEE Press}, month = {December}, address = {Canberra, Australia}, year = {2003} } @inproceedings{Day04, author = {Richard O. Day and Mark P. Kleeman and Gary B. Lamont}, title = {Multi-{O}bjective fast messy {G}enetic {A}lgorithm {S}olving {D}eception {P}roblems}, booktitle = {2004 Congress on Evolutionary Computation (CEC'2004)}, publisher = {IEEE Service Center}, volume = {2}, pages = {1502--1509}, address = {Portland, Oregon, USA}, month = {June}, year = {2004} } @inproceedings{Day05, author = {Richard O. Day and Gary B. Lamont}, title = {Extended {M}ulti-objective fast messy {G}enetic {A}lgorithm {S}olving {D}eception {P}roblems}, booktitle = {Evolutionary Multi-Criterion Optimization. Third International Conference, EMO 2005}, editor = {Carlos A. {Coello Coello} and Arturo {Hern\'{a}ndez Aguirre} and Eckart Zitzler}, publisher = {Springer. Lecture Notes in Computer Science Vol. 3410}, pages = {296--310}, address = {Guanajuato, M\'{e}xico}, month = {March}, year = {2005} } @inproceedings{Day05a, author = {Richard O. Day and Gary B. Lamont}, title = {Multiobjective {Q}uadratic {A}ssignment {P}roblem {S}olved by an {E}xplicit {B}uilding {B}lock {S}earch {A}lgorithm - {MOMGA}-{II}a}, booktitle = {Evolutionary Computation in Combinatorial Optimization. 5th European Conference, EvoCOP 2005}, editor = {G\"{u}nther R. Raidl and Jens Gottlieb}, pages = {91--100}, publisher = {Springer, Lecture Notes in Computer Science Vol. 3448}, address = {Lausanne, Switzerland}, month = {March/April}, year = {2005} } @inproceedings{Day05b, author = {Richard O. Day and Gary B. Lamont}, title = {{MOEA} {D}esign of {R}obust {D}igital {S}ymbol {S}ets}, booktitle = {2005 Genetic and Evolutionary Computation Conference (GECCO'2005)}, editor = {Hans-Georg Beyer et al.}, pages = {2213--2214}, publisher = {ACM Press}, volume = {2}, address = {New York, USA}, month = {June}, year = {2005} } @inproceedings{Day05c, author = {Richard O. Day and Gary B. Lamont}, title = {An {E}ffective {E}xplicit {B}uilding {B}lock {MOEA}, the {MOMGA}-{II}a}, booktitle = {2005 IEEE Congress on Evolutionary Computation (CEC'2005)}, pages = {17--24}, volume = {1}, publisher = {IEEE Service Center}, month = {September}, address = {Edinburgh, Scotland}, year= {2005} } @phdthesis{Day05d, author = {Richard O. Day}, title = {Explicit {B}uilding {B}lock {M}ultiobjective {E}volutionary {C}omputation: {M}ethods and {A}pplication}, school = {Air Force Institute of Technology}, address = {AFIT/ENG, BLDG 642, 2950 HOBSON WAY, WPAFB (Dayton) OH 45433-7765, USA}, month = {June}, year = {2005} } @article{Dayou09, author = {Liu Dayou and Yan Pu and Yu Ji}, title = {{Development of a multiobjective GA for Advanced planning and scheduling problem}}, journal = {International Journal of Advanced Manufacturing Technology}, volume = {42}, number = {9-10}, pages = {974--992}, month = {June}, year = {2009} } @article{deArmas10, author = {Jessica {de Armas} and Coromoto Leon and Gara Miranda and Carlos Segura}, title = {{Optimisation of a multi-objective two-dimensional strip packing problem based on evolutionary algorithms}}, journal = {International Journal of Production Research}, volume = {48}, number = {7}, pages = {2011--2028}, year = {2010} } @inproceedings{deArmas11, author = {Jesica {de Armas} and Gara Miranda and Coromoto Le\'{o}n}, title = {{Hyperheuristic Encoding Scheme for Multi-Objective Guillotine Cutting Problems}}, booktitle = {2011 Genetic and Evolutionary Computation Conference (GECCO'2011)}, pages = {1683--1690}, publisher = {ACM Press}, address = {Dublin, Ireland}, month = {July 12-16}, year = {2011} } @article{Deb95, author = {Kalyanmoy Deb and Amarendra Kumar}, title = {Real-coded {G}enetic {A}lgorithms with {S}imulated {B}inary {C}rossover: {S}tudies on {M}ultimodal and {M}ultiobjective {P}roblems}, journal = {Complex Systems}, volume = {9}, pages = {431--454}, year = {1995} } @techreport{Deb98, author = {Kalyanmoy Deb}, address = {University of Dortmund, Germany}, institution = {Dortmund: Department of Computer Science/LS11}, key = {Deb, 1998}, number = {CI-49/98}, title = {Multi-{O}bjective {G}enetic {A}lgorithms: {P}roblem {D}ifficulties and {C}onstruction of {T}est {P}roblems}, year = {1998} } @incollection{Deb99, author = {Kalyanmoy Deb}, booktitle = {Evolutionary Algorithms in Engineering and Computer Science}, key = {Deb, 1999}, title = {Evolutionary {A}lgorithms for {M}ulti-{C}riterion {O}ptimization in {E}ngineering {D}esign}, editor = {Kaisa Miettinen and Marko M. M\"{a}kel\"{a} and Pekka Neittaanm\"{a}ki and Jacques Periaux}, pages = {135--161}, publisher = {John Wiley \& Sons, Ltd}, address = {Chichester, UK}, chapter = {8}, year = {1999} } @techreport{Deb99a, author = {Kalyanmoy Deb}, address = {University of Dortmund, Germany}, institution = {Dortmund: Department of Computer Science/LS11}, key = {Deb, 1999a}, number = {CI-60/98}, title = {Non-{L}inear {G}oal {P}rogramming using {M}ulti-{O}bjective {G}enetic {A}lgorithms}, year = {1999} } @inproceedings{Deb99b, AUTHOR = {Kalyanmoy Deb}, ADDRESS = {Washington, D.C.}, BOOKTITLE = {1999 Congress on Evolutionary Computation}, KEY = {Deb, 1999b}, PAGES = {77--84}, MONTH = {July}, TITLE = {Solving {G}oal {P}rogramming {P}roblems {U}sing {M}ulti-{O}bjective {G}enetic {A}lgorithms}, PUBLISHER = {IEEE Service Center}, YEAR = {1999} } @article{Deb99c, author = {Kalyanmoy Deb}, journal = {Evolutionary Computation}, volume = {7}, number = {3}, key = {Deb, 1999}, month = {Fall}, pages = {205--230}, title = {Multi-{O}bjective {G}enetic {A}lgorithms: {P}roblem {D}ifficulties and {C}onstruction of {T}est {P}roblems}, year = {1999} } @techreport{Deb99d, author = {Kalyanmoy Deb}, title = {Multi--{O}bjective {E}volutionary {A}lgorithms: {I}ntroducing {B}ias {A}mong {P}areto--{O}ptimal {S}olutions}, institution = {Indian Institute of Technology, Kanpur, India}, year = 1999, type = {KanGAL report}, number = 99002 } @article{Deb99e, author = {K. Deb}, title = {{An introduction to genetic algorithms}}, journal = {Sadhana-Academy Proceedings In Engineering Sciences}, volume = {24}, pages = {293--315}, month = {August-October}, year = {1999} } @techreport{Deb00, author = {Kalyanmoy Deb and Samir Agrawal and Amrit Pratap and T. Meyarivan}, title = {A {F}ast {E}litist {N}on-{D}ominated {S}orting {G}enetic {A}lgorithm for {M}ulti-{O}bjective {O}ptimization: {NSGA-II}}, institution = {Indian Institute of Technology, Kanpur, India}, year = 2000, type = {KanGAL report}, number = 200001 } @inproceedings{Deb00a, author = {Kalyanmoy Deb}, title = {Multi-objective {E}volutionary {O}ptimization: {P}ast, {P}resent and {F}uture}, booktitle = {Proceedings of the Fourth International Conference on Adaptive Computing in Design and Manufacture (ACDM'2000)}, editor = {Ian C. Parmee}, year = 2000, pages = {225--236}, organization = {PEDC, University of Plymouth, UK}, publisher = {Springer London} } @techreport{Deb00b, author = {Kalyanmoy Deb and T. Meyarivan}, title = {Constrained {T}est {P}roblems for {M}ulti-{O}bjective {E}volutionary {O}ptimization}, institution = {Indian Institute of Technology, Kanpur, India}, year = 2000, type = {KanGAL report}, number = 200005 } @techreport{Deb00c, author = {Kalyanmoy Deb and Tushar Goyal}, title = {Controlled {E}litist {N}on-dominated {S}orting {G}enetic {A}lgorithms for {B}etter {C}onvergence}, institution = {Indian Institute of Technology, Kanpur, India}, year = 2000, type = {KanGAL report}, number = 200004 } @techreport{Deb00d, author = {Kalyanmoy Deb and Tushar Goyal}, title = {Multi-{O}bjective {E}volutionary {A}lgorithms for {E}ngineering {S}hape {D}esign}, institution = {Indian Institute of Technology, Kanpur, India}, year = 2000, type = {KanGAL report}, number = 200003 } @techreport{Deb00e, author = {Kalyanmoy Deb and A. Patrap and S. Moitra}, title = {Mechanical {C}omponent {D}esign for multi-objective using {E}litist non-dominated sorting {GA}}, institution = {Indian Institute of Technology, Kanpur, India}, year = 2000, type = {KanGAL report}, number = 200002 } @inproceedings{Deb00f, author = {Kalyanmoy Deb and Samir Agrawal and Amrit Pratap and T. Meyarivan}, title = {A {F}ast {E}litist {N}on-{D}ominated {S}orting {G}enetic {A}lgorithm for {M}ulti-{O}bjective {O}ptimization: {NSGA-II}}, booktitle = {Proceedings of the Parallel Problem Solving from Nature VI Conference}, editor = {Marc Schoenauer and Kalyanmoy Deb and G\"{u}nter Rudolph and Xin Yao and Evelyne Lutton and Juan Julian Merelo and Hans-Paul Schwefel}, publisher = {Springer. Lecture Notes in Computer Science No. 1917}, address = {Paris, France}, pages = {849--858}, year = {2000} } @inproceedings{Deb00g, author = {Kalyanmoy Deb and Amrit Pratab and Subrajyoti Moitra}, title = {Mechanical {C}omponent {D}esign for {M}ultiple {O}bjectives {U}sing {E}litist {N}on-dominated {S}orting {GA}}, booktitle = {Proceedings of the Parallel Problem Solving from Nature VI Conference}, editor = {Marc Schoenauer and Kalyanmoy Deb and G\"{u}nter Rudolph and Xin Yao and Evelyne Lutton and Juan Julian Merelo and Hans-Paul Schwefel}, publisher = {Springer. Lecture Notes in Computer Science No. 1917}, address = {Paris, France}, pages = {859--868}, year = {2000} } @incollection{Deb01, author = {Kalyanmoy Deb and Tushar Goel}, key = {Deb \& Goel, 2001}, booktitle = {First International Conference on Evolutionary Multi-Criterion Optimization}, title = {A {H}ybrid {M}ulti-{O}bjective {E}volutionary {A}pproach to {E}ngineering {S}hape {D}esign}, editor = {Eckart Zitzler and Kalyanmoy Deb and Lothar Thiele and Carlos A. Coello Coello and David Corne}, publisher = {Springer-Verlag. Lecture Notes in Computer Science No. 1993}, pages = {385--399}, year = {2001} } @incollection{Deb01a, author = {Kalyanmoy Deb and Tushar Goel}, key = {Deb \& Goel, 2001}, booktitle = {First International Conference on Evolutionary Multi-Criterion Optimization}, title = {Controlled {E}litist {N}on-dominated {S}orting {G}enetic {A}lgorithms for {B}etter {C}onvergence}, editor = {Eckart Zitzler and Kalyanmoy Deb and Lothar Thiele and Carlos A. Coello Coello and David Corne}, publisher = {Springer-Verlag. Lecture Notes in Computer Science No. 1993}, pages = {67--81}, year = {2001} } @incollection{Deb01b, author = {Kalyanmoy Deb and Amrit Pratap and T. Meyarivan}, key = {Deb et al., 2001}, booktitle = {First International Conference on Evolutionary Multi-Criterion Optimization}, title = {Constrained {T}est {P}roblems for {M}ulti-objective {E}volutionary {O}ptimization}, editor = {Eckart Zitzler and Kalyanmoy Deb and Lothar Thiele and Carlos A. Coello Coello and David Corne}, publisher = {Springer-Verlag. Lecture Notes in Computer Science No. 1993}, pages = {284--298}, year = {2001} } @techreport{Deb01c, author = {Kalyanmoy Deb and Lothar Thiele and Marco Laumanns and Eckart Zitzler}, address = {Zurich, Switzerland}, institution = {Computer Engineering and Networks Laboratory (TIK), Swiss Federal Institute of Technology (ETH)}, key = {Deb et al., 2001}, number = {112}, title = {Scalable {T}est {P}roblems for {E}volutionary {M}ulti-{O}bjective {O}ptimization}, year = {2001} } @article{Deb01d, author = {Kalyanmoy Deb}, title = {Nonlinear goal programming using multi-objective genetic algorithms}, journal = {Journal of the Operational Research Society}, volume = {52}, number = {3}, pages = {291--302}, year = {2001} } @book{Deb01e, author = {Kalyanmoy Deb}, title = {Multi-{O}bjective {O}ptimization using {E}volutionary {A}lgorithms}, publisher = {John Wiley \& Sons}, address = {Chichester, UK}, year = {2001}, note = {ISBN 0-471-87339-X} } @article{Deb02, author = {Kalyanmoy Deb and Amrit Pratap and Sameer Agarwal and T. Meyarivan}, title = {A {F}ast and {E}litist {M}ultiobjective {G}enetic {A}lgorithm: {NSGA--II}}, journal = {IEEE Transactions on Evolutionary Computation}, volume = {6}, number = {2}, pages = {182--197}, month = {April}, year = {2002} } @inproceedings{Deb02a, author = {Kalyanmoy Deb and Lothar Thiele and Marco Laumanns and Eckart Zitzler}, title = {Scalable {M}ulti-{O}bjective {O}ptimization {T}est {P}roblems}, booktitle = {Congress on Evolutionary Computation (CEC'2002)}, volume = {1}, address = {Piscataway, New Jersey}, pages = {825--830}, publisher = {IEEE Service Center}, month = {May}, year = {2002} } @inproceedings{Deb02b, author = {Kalyanmoy Deb and Sachin Jain}, title = {Running {P}erformance {M}etrics for {E}volutionary {M}ulti-{O}bjective {O}ptimization}, booktitle = {Proceedings of the 4th Asia-Pacific Conference on Simulated Evolution and Learning (SEAL'02)}, editor = {Lipo Wang and Kay Chen Tan and Takeshi Furuhashi and Jong-Hwan Kim and Xin Yao}, volume = {1}, pages = {13--20}, publisher = {Nanyang Technical University}, address = {Orchid Country Club, Singapore}, month = {November}, year = {2002} } @incollection{Deb02c, author = {Kalyanmoy Deb and Tushar Goel}, title = {Multi-{O}bjective {E}volutionary {A}lgorithms for {E}ngineering {S}hape {D}esign}, booktitle = {Evolutionary Optimization}, editor = {Ruhul Sarker and Masoud Mohammadian and Xin Yao}, publisher = {Kluwer Academic Publishers}, pages = {146--175}, address = {New York}, month = {February}, year = {2002}, note = {ISBN 0-7923-7654-4} } @inproceedings{Deb03, author = {Kalyanmoy Deb and Manikanth Mohan and Shikhar Mishra}, title = {Towards a {Q}uick {C}omputation of {W}ell-{S}pread {P}areto-{O}ptimal {S}olutions}, booktitle = {Evolutionary Multi-Criterion Optimization. Second International Conference, EMO 2003}, editor = {Carlos M. Fonseca and Peter J. Fleming and Eckart Zitzler and Kalyanmoy Deb and Lothar Thiele}, publisher = {Springer. Lecture Notes in Computer Science. Volume 2632}, pages = {222--236}, address = {Faro, Portugal}, month = {April}, year = {2003} } @inproceedings{Deb03a, author = {Kalyanmoy Deb and Pawan Zope and Abhishek Jain}, title = {Distributed {C}omputing of {P}areto-{O}ptimal {S}olutions with {E}volutionary {A}lgorithms}, booktitle = {Evolutionary Multi-Criterion Optimization. Second International Conference, EMO 2003}, editor = {Carlos M. Fonseca and Peter J. Fleming and Eckart Zitzler and Kalyanmoy Deb and Lothar Thiele}, publisher = {Springer. Lecture Notes in Computer Science. Volume 2632}, pages = {534--549}, address = {Faro, Portugal}, month = {April}, year = {2003} } @incollection{Deb03b, author = {Kalyanmoy Deb}, title = {Multi-objective {E}volutionary {A}lgorithms: {I}ntroducing {B}ias {A}mong {P}areto-optimal {S}olutions}, booktitle = {Advances in Evolutionary Computing. Theory and Applications}, editor = {Ashish Ghosh and Shigeyoshi Tsutsui}, pages = {263--292}, publisher = {Springer}, address = {Berlin}, year = {2003} } @article{Deb03c, author = {Kalyanmoy Deb}, title = {Unveiling innovative design principles by means of multiple conflicting objectives}, journal = {Engineering Optimization}, volume = {35}, number = {5}, pages = {445--470}, month = {October}, year = {2003} } @article{Deb03d, author = {Kalyanmoy Deb and Sachin Kain}, title = {Multi-{S}peed {G}earbox {D}esign {U}sing {M}ulti-{O}bjective {E}volutionary {A}lgorithms}, journal = {Journal of Mechanical Design}, volume = {125}, number = {3}, pages = {609--619}, month = {September}, year = {2003} } @inproceedings{Deb04, author = {Kalyanmoy Deb and Naveen Kumar Gupta}, title = {Optimal {O}perating {C}onditions for {O}verhead {C}rane {M}aneuvering {U}sing {M}ulti-objective {E}volutionary {A}lgorithms}, booktitle = {Genetic and Evolutionary Computation--GECCO 2004. Proceedings of the Genetic and Evolutionary Computation Conference. Part I}, editor = {Kalyanmoy Deb et al.}, pages = {1042--1053}, publisher = {Springer-Verlag, Lecture Notes in Computer Science Vol. 3102}, address = {Seattle, Washington, USA}, month = {June}, year = {2004} } @inproceedings{Deb04a, author = {Kalyanmoy Deb and Kishalay Mitra and Rinku Dewri and Saptarshi Majumdar}, title = {Unveiling {O}ptimal {O}perating {C}onditions for an {E}poxy {P}olymerization {P}rocess {U}sing {M}ulti-objective {E}volutionary {C}omputation}, booktitle = {Genetic and Evolutionary Computation--GECCO 2004. Proceedings of the Genetic and Evolutionary Computation Conference. Part II}, editor = {Kalyanmoy Deb et al.}, pages = {920--931}, publisher = {Springer-Verlag, Lecture Notes in Computer Science Vol. 3103}, address = {Seattle, Washington, USA}, month = {June}, year = {2004} } @article{Deb04b, author = {Kalyanmoy Deb}, title = {An {I}deal {E}volutionary {M}ulti-{O}bjective {O}ptimization {P}rocedure}, journal = {IPSJ Transactions on Mathematical Modeling and Its Applications}, volume = {45}, number = {SIG 2 (TOM 10)}, pages = {1--11}, month = {February}, year = {2004} } @article{Deb04c, author = {K. Deb and K. Mitra and R. Dewri and S. Majumdar}, title = {Towards a {B}etter {U}nderstanding of the {E}poxy {P}olymerization {P}rocess {U}sing {M}ulti-objective {E}volutionary {C}omputation}, journal = {Chemical Engineering Science}, volume = {59}, number = {20}, pages = {4261--4277}, year = {2004} } @incollection{Deb04d, author = {Kalyanmoy Deb and Sachin Jain}, title = {Evaluating {E}volutionary {M}ulti-{O}bjective {O}ptimization {A}lgorithms using {R}unning {P}erformance {M}etrics}, booktitle = {Recent Advances in Simulated Evolution and Learning}, editor = {Kay Chen Tan and Meng Hiot Lim and Xin Yao and Lipo Wang}, pages = {307--326}, publisher = {World Scientific}, address = {Singapore}, year = {2004} } @article{Deb04e, author = {K. Deb and P. Jain and NK. Gupta and HK. Maji}, title = {{Multiobjective placement of electronic components using evolutionary algorithms}}, journal = {IEEE Transactions on Components and Packaging Technologies}, volume = {27}, number = {3}, pages = {480--492}, month = {September}, year = {2004} } @inproceedings{Deb05, author = {Kalyanmoy Deb and Santosh Tiwari}, title = {Omni-optimizer: {A} {P}rocedure for {S}ingle and {M}ulti-objective {O}ptimization}, booktitle = {Evolutionary Multi-Criterion Optimization. Third International Conference, EMO 2005}, editor = {Carlos A. {Coello Coello} and Arturo {Hern\'{a}ndez Aguirre} and Eckart Zitzler}, publisher = {Springer. Lecture Notes in Computer Science Vol. 3410}, pages = {47--61}, address = {Guanajuato, M\'{e}xico}, month = {March}, year = {2005} } @inproceedings{Deb05a, author = {Kalyanmoy Deb and Himanshu Gupta}, title = {Searching for {R}obust {P}areto-{O}ptimal {S}olutions in {M}ulti-objective {O}ptimization}, booktitle = {Evolutionary Multi-Criterion Optimization. Third International Conference, EMO 2005}, editor = {Carlos A. {Coello Coello} and Arturo {Hern\'{a}ndez Aguirre} and Eckart Zitzler}, publisher = {Springer. Lecture Notes in Computer Science Vol. 3410}, pages = {150--164}, address = {Guanajuato, M\'{e}xico}, month = {March}, year = {2005} } @article{Deb05b, author = {Kalyanmoy Deb and Santosh Tiwari}, title = {Multi-objective optimization of a leg mechanism using genetic algorithms}, journal = {Engineering Optimization}, volume = {37}, number = {4}, pages = {325--350}, month = {June}, year = {2005} } @incollection{Deb05c, author = {Kalyanmoy Deb and Lothar Thiele and Marco Laumanns and Eckart Zitzler}, title = {Scalable {T}est {P}roblems for {E}volutionary {M}ultiobjective {O}ptimization}, booktitle = {Evolutionary {M}ultiobjective {O}ptimization. {T}heoretical {A}dvances and {A}pplications}, editor = {Ajith Abraham and Lakhmi Jain and Robert Goldberg}, pages = {105--145}, publisher = {Springer}, address = {USA}, year = {2005} } @article{Deb05d, author = {Kalyanmoy Deb and Manikanth Mohan and Shikhar Mishra}, title = {Evaluating the $\epsilon$-{D}omination {B}ased {M}ulti-{O}bjective {E}volutionary {A}lgorithm for a {Q}uick {C}omputation of {P}areto-{O}ptimal {S}olutions}, journal = {Evolutionary Computation}, volume = {13}, number = {4}, pages = {501--525}, month = {Winter}, year = {2005} } @incollection{Deb05e, author = {Kalyanmoy Deb}, title = {Multi-{O}bjective {O}ptimization}, booktitle = {Search Methodologies. Introductory Tutorials in Optimization and Decision Support Techniques}, editor = {Edmund K. Burke and Graham Kendall}, pages = {273--316}, publisher = {Springer}, year = {2005} } @inproceedings{Deb06, author = {Kalyanmoy Deb and Ankur Sinha and Saku Kukkonen}, title = {Multi-{O}bjective {T}est {P}roblems, {L}inkages, and {E}volutionary {M}ethodologies}, booktitle = {2006 Genetic and Evolutionary Computation Conference (GECCO'2006)}, editor = {Maarten Keijzer et al.}, pages = {1141--1148}, publisher = {ACM Press. ISBN 1-59593-186-4}, address = {Seattle, Washington, USA}, volume = {2}, month = {July}, year = {2006} } @inproceedings{Deb06a, author = {Kalyanmoy Deb and Shamik Chaudhuri and Kaisa Miettinen}, title = {Towards {E}stimating {N}adir {O}bjective {V}ector {U}sing {E}volutionary {A}pproaches}, booktitle = {2006 Genetic and Evolutionary Computation Conference (GECCO'2006)}, editor = {Maarten Keijzer et al.}, pages = {643--650}, publisher = {ACM Press. ISBN 1-59593-186-4}, address = {Seattle, Washington, USA}, volume = {1}, month = {July}, year = {2006} } @article{Deb06b, author = {Kalyanmoy Deb and J. Sundar and Udaya Bhaskara Rao N. and Shamik Chaudhuri}, title = {Reference {P}oint {B}ased {M}ulti-{O}bjective {O}ptimization {U}sing {E}volutionary {A}lgorithms}, journal = {International Journal of Computational Intelligence Research}, volume = {2}, number = {3}, pages = {273--286}, year = {2006} } @inproceedings{Deb06c, author = {Kalyanmoy Deb and J. Sundar}, title = {Reference {P}oint {B}ased {M}ulti-{O}bjective {O}ptimization {U}sing {E}volutionary {A}lgorithms}, booktitle = {2006 Genetic and Evolutionary Computation Conference (GECCO'2006)}, editor = {Maarten Keijzer et al.}, pages = {635--642}, volume = {1}, publisher = {ACM Press. ISBN 1-59593-186-4}, address = {Seattle, Washington, USA}, month = {July}, year = {2006} } @inproceedings{Deb06d, author = {Kalyanmoy Deb and Aravind Srinivasan}, title = {Innovization: {I}nnovating {D}esign {P}rinciples {T}hrough {O}ptimization}, booktitle = {2006 Genetic and Evolutionary Computation Conference (GECCO'2006)}, editor = {Maarten Keijzer et al.}, pages = {1629--1636}, publisher = {ACM Press. ISBN 1-59593-186-4}, address = {Seattle, Washington, USA}, volume = {2}, month = {July}, year = {2006} } @inproceedings{Deb06e, author = {Kalyanmoy Deb and Dhish Kumar Saxena}, title = {Searching for {P}areto-optimal solutions through dimensionality reduction for certain large-dimensional multi-objective optimization problems}, booktitle = {2006 IEEE Congress on Evolutionary Computation (CEC'2006)}, pages = {3353--3360}, publisher = {IEEE}, address = {Vancouver, BC, Canada}, month = {July}, year = {2006} } @article{Deb06f, author = {Kalyanmoy Deb and Himanshu Gupta}, title = {Introducing robustness in multi-objective optimization}, journal = {Evolutionary Computation}, volume = {14}, number = {4}, pages = {463--494}, month = {Winter}, year = {2006} } @incollection{Deb07, author = {Kalyanmoy Deb}, title = {Evolutionary {M}ulti-{O}bjective {O}ptimization {W}ithout {A}dditional {P}arameters}, booktitle = {Parameter Setting in Evolutionary Algorithms}, editor = {Fernando G. Lobo and Cl\'{a}udio F. Lima and Zbigniew Michalewicz}, pages = {241--257}, publisher = {Springer-Verlag}, address = {Berlin}, year = {2007} } @incollection{Deb07a, author = {Kalyanmoy Deb and Pawan K.S. Nain}, title = {An {E}volutionary {M}ulti-objective {A}daptive {M}eta-modeling {P}rocedure {U}sing {A}rtificial {N}eural {N}etworks}, booktitle = {Evolutionary Computation in Dynamic and Uncertain Environments}, editor = {Shengxiang Yang and Yew Soon Ong and Yaochu Jin}, pages = {297--322}, publisher = {Springer}, year = {2007}, note = {ISBN 978-3-540-49772-1} } @inproceedings{Deb07b, author = {Kalyanmoy Deb and Dhanesh Padmanabhan and Sulabh Gupta and Abhishek Kumar Mall}, title = {Reliability-{B}ased {M}ulti-objective {O}ptimization {U}sing {E}volutionary {A}lgorithms}, booktitle = {Evolutionary Multi-Criterion Optimization, 4th International Conference, EMO 2007}, editor = {Shigeru Obayashi and Kalyanmoy Deb and Carlo Poloni and Tomoyuki Hiroyasu and Tadahiko Murata}, pages = {66--80}, publisher = {Springer. Lecture Notes in Computer Science Vol. 4403}, address = {Matshushima, Japan}, month = {March}, year = {2007} } @inproceedings{Deb07c, author = {Kalyanmoy Deb and Abhishek Kumar}, title = {Interactive {E}volutionary {M}ulti-{O}bjective {O}ptimization and {D}ecision-{M}aking using {R}eference {D}irection {M}ethod}, booktitle = {2007 Genetic and Evolutionary Computation Conference (GECCO'2007)}, editor = {Dirk Thierens}, pages = {781--788}, volume = {1}, publisher = {ACM Press}, address = {London, UK}, month = {July}, year = {2007} } @inproceedings{Deb07d, author = {Kalyanmoy Deb and S. Karthik and Tatsuya Okabe}, title = {Self-{A}daptive {S}imulated {B}inary {C}rossover for {R}eal-{P}arameter {O}ptimization}, booktitle = {2007 Genetic and Evolutionary Computation Conference (GECCO'2007)}, editor = {Dirk Thierens}, pages = {1187--1194}, volume = {2}, publisher = {ACM Press}, address = {London, UK}, month = {July}, year = {2007} } @inproceedings{Deb07e, author = {Kalyanmoy Deb and Shamik Chaudhuri}, title = {{I-MODE}: {A}n {I}nteractive {M}ulti-objective {O}ptimization and {D}ecision-{M}aking {U}sing {E}volutionary {M}ethods}, booktitle = {Evolutionary Multi-Criterion Optimization, 4th International Conference, EMO 2007}, editor = {Shigeru Obayashi and Kalyanmoy Deb and Carlo Poloni and Tomoyuki Hiroyasu and Tadahiko Murata}, pages = {788--802}, publisher = {Springer. Lecture Notes in Computer Science Vol. 4403}, address = {Matshushima, Japan}, month = {March}, year = {2007} } @inproceedings{Deb07f, author = {Kalyanmoy Deb and Udaya Bhaskara N. Rao and S. Karthik}, title = {Dynamic {M}ulti-objective {O}ptimization and {D}ecision-{M}aking {U}sing {M}odified {NSGA-II}: {A} {C}ase {S}tudy on {H}ydro-thermal {P}ower {S}cheduling}, booktitle = {Evolutionary Multi-Criterion Optimization, 4th International Conference, EMO 2007}, editor = {Shigeru Obayashi and Kalyanmoy Deb and Carlo Poloni and Tomoyuki Hiroyasu and Tadahiko Murata}, pages = {803--817}, publisher = {Springer. Lecture Notes in Computer Science Vol. 4403}, address = {Matshushima, Japan}, month = {March}, year = {2007} } @article{Deb07g, author = {Kalyanmoy Deb}, title = {Current trends in evolutionary multi-objective optimization}, journal = {International Journal for Simulation and Multidisciplinary Design Optimization}, volume = {1}, number = {1}, pages = {1--8}, month = {October}, year = {2007} } @inproceedings{Deb07h, author = {Kalyanmoy Deb and Rahul Tewari and Mayur Dixit and Joydeep Dutta}, title = {Finding {T}rade-off {S}olutions {C}lose to {KKT} {P}oints {U}sing {E}volutionary {M}ulti-{O}bjective {O}ptimization}, booktitle = {2007 IEEE Congress on Evolutionary Computation (CEC'2007)}, pages = {2109--2116}, publisher = {IEEE Press}, address = {Singapore}, month = {September}, year = {2007} } @inproceedings{Deb07i, author = {Kalyanmoy Deb and Abhay Kumar}, title = {Light {B}eam {S}earch {B}ased {M}ulti-objective {O}ptimization using {E}volutionary {A}lgorithms}, booktitle = {2007 IEEE Congress on Evolutionary Computation (CEC'2007)}, pages = {2125--2132}, publisher = {IEEE Press}, address = {Singapore}, month = {September}, year = {2007} } @inproceedings{Deb07j, author = {Kalyanmoy Deb and Swanand Lele and Rituparna Datta}, title = {{A Hybrid Evolutionary Multi-objective and SQP Based Procedure for Constrained Optimization}}, booktitle = {Advances in Computation and Intelligence, Second International Symposium, ISICA 2007}, editor = {Lishan Kang and Yong Liu and Sanyou Zeng}, pages = {36--45}, publisher = {Springer. Lecture Notes in Computer Science Vol. 4683}, address = {Wuhan, China}, month = {September 21-23}, year = {2007} } @incollection{Deb08, author = {Kalyanmoy Deb and Aravind Srinivasan}, title = {Innovization: {D}iscovery of {I}nnovative {D}esign {P}rinciples {T}hrough {M}ultiobjective {E}volutionary {O}ptimization}, booktitle = {Multi-Objective Problem Solving from Nature: From Concepts to Applications}, editor = {Joshua Knowles and David Corne and Kalyanmoy Deb}, pages = {243--262}, publisher = {Springer}, year = {2008}, address = {Berlin}, note = {ISBN 978-3-540-72963-1} } @article{Deb08a, author = {Kalyanmoy Deb}, title = {Scope of stationary multi-objective evolutionary optimization: a case study on a hydro-thermal power dispatch problem}, journal = {Journal of Global Optimization}, volume = {41}, number = {4}, pages = {479--515}, month = {August}, year = {2008} } @article{Deb08b, author = {Kalyanmoy Deb and Santosh Tiwar}, title = {{Omni-optimizer: A generic evolutionary algorithm for single and multi-objective optimization}}, journal = {European Journal of Operational Research}, volume = {185}, number = {3}, pages = {1062--1087}, month = {16 March}, year = {2008} } @inproceedings{Deb08c, author = {Kalyanmoy Deb}, title = {{A Robust Evolutionary Framework for Multi-Objective Optimization}}, booktitle = {2008 Genetic and Evolutionary Computation Conference (GECCO'2008)}, pages = {633--647}, publisher = {ACM Press}, address = {Atlanta, USA}, month = {July}, year = {2008}, note = {ISBN 978-1-60558-131-6} } @inproceedings{Deb08d, author = {Kalyanmoy Deb and Karthik Sindhya}, title = {{Deciphering Innovative Principles for Optimal Electric Brushless D.C. Permanent Magnet Motor Design}}, booktitle = {2008 Congress on Evolutionary Computation (CEC'2008)}, pages = {2283--2290}, publisher = {IEEE Service Center}, address = {Hong Kong}, month = {June}, year = {2008} } @inproceedings{Deb08e, author = {Kalyanmoy Deb}, title = {{Evolutionary Multi-Objective Optimization and Decision Making}}, booktitle = {Third International Conference on Bioinspired Optimization Methods and their Applications (BIOMA 2008)}, pages = {3--15}, editor = {Bogan Filipic and Jurij Silc}, publisher = {Jozef Stefan Institute}, address = {Ljubljana, Slovenia}, month = {October}, year = {2008}, note = {ISBN 978-961-264-002-6} } @incollection{Deb08f, author = {Kalyanmoy Deb}, title = {{Introduction to Evolutionary Multiobjective Optimization}}, booktitle = {Multiobjective Optimization. Interactive and Evolutionary Approaches}, editor = {J\"{u}rgen Branke and Kalyanmoy Deb and Kaisa Miettinen and Roman Slowinski}, pages = {59--96}, publisher = {Springer. Lecture Notes in Computer Science Vol. 5252}, address = {Berlin, Germany}, year = {2008} } @incollection{Deb09, author = {Kalyanmoy Deb and Ankur Sinha}, title = {{Solving Bilevel Multi-Objective Optimization Problems Using Evolutionary Algorithms}}, booktitle = {Evolutionary Multi-Criterion Optimization. 5th International Conference, EMO 2009}, publisher = {Springer. Lecture Notes in Computer Science Vol. 5467}, year = {2009}, editor = {Matthias Ehrgott and Carlos M. Fonseca and Xavier Gandibleux and Jin-Kao Hao and Marc Sevaux}, pages = {110--124}, address = {Nantes, France}, month = {April} } @incollection{Deb09a, author = {Kalyanmoy Deb and Kaisa Miettinen and Deepak Sharma}, title = {{A Hybrid Integrated Multi-Objective Optimization Procedure for Estimating Nadir Point}}, booktitle = {Evolutionary Multi-Criterion Optimization. 5th International Conference, EMO 2009}, publisher = {Springer. Lecture Notes in Computer Science Vol. 5467}, year = {2009}, editor = {Matthias Ehrgott and Carlos M. Fonseca and Xavier Gandibleux and Jin-Kao Hao and Marc Sevaux}, pages = {569--583}, address = {Nantes, France}, month = {April} } @incollection{Deb09b, author = {Kalyanmoy Deb}, title = {{Evolution’s Niche in Multi-Criterion Problem Solving}}, booktitle = {Biologically-Inspired Optimisation Methods}, editor = {Andrew Lewis and Sanaz Mostaghim and Marcus Randall}, pages = {1--21}, publisher = {Springer}, year = {2009}, note = {ISBN 978-3-642-01261-7} } @article{Deb09c, author = {Kalyanmoy Deb and Shubham Gupta and David Daum and Juergen Branke and Abhishek Kumar Mall and Dhanesh Padmanabhan}, title = {{Reliability-Based Optimization Using Evolutionary Algorithms}}, journal = {IEEE Transactions on Evolutionary Computation}, volume = {13}, number = {5}, pages = {1054--1074}, month = {October}, year = {2009} } @article{Deb09d, author = {Kalyanmoy Deb and Shubham Gupta and David Daum and Juergen Branke and Abhishek Kumar Mall and Dhanesh Padmanabhan}, title = {{Reliability-Based Optimization Using Evolutionary Algorithms}}, journal = {IEEE Transactions on Evolutionary Computation}, volume = {13}, number = {5}, pages = {1054--1074}, month = {October}, year = {2009} } @inproceedings{Deb09e, author = {Kalyanmoy Deb and Ankur Sinha}, title = {{Constructing Test Problems for Bilevel Evolutionary Multi-Objective Optimization}}, booktitle = {2009 IEEE Congress on Evolutionary Computation (CEC'2009)}, publisher = {IEEE Press}, pages = {1153--1160}, address = {Trondheim, Norway}, month = {May}, year = {2009} } @incollection{Deb09f, author = {Kalyanmoy Deb and Ankur Sinha}, title = {{An Evolutionary Approach for Bilevel Multi-objective Problems}}, booktitle = {Cutting-Edge Research Topics on Multiple Criteria Decision Making (MCDM'2009)}, editor = {Yong Shi and Shouyang Wang and Yi Peng and Jianping Li and Yong Zeng}, pages = {17--24}, publisher = {Springer, Communications in Computer and Information Science, Vol. 35}, address = {Heidelberg, Germany}, year = {2009} } @incollection{Deb10, author = {Kalyanmoy Deb and Kaisa Miettinen}, title = {{Nadir Point Estimation Using Evolutionary Approaches: Better Accuracy and Computational Speed Through Focused Search}}, booktitle = {Multiple Criteria Decision Making for Sustainable Energy and Transportation Systems}, editor = {Matthias Ehrgott and Boris Naujoks and Theodor J. Stewart and Jyrki Wallenius}, pages = {339--354}, publisher = {Springer, Lecture Notes in Economics and Mathematical Systems Vol. 634}, address = {Heidelberg, Germany}, year = {2010} } @inproceedings{Deb10a, author = {Kalyanmoy Deb and Amit Saha}, title = {{Finding Multiple Solutions for Multimodal Optimization Problems Using a Multi-Objective Evolutionary Approach}}, booktitle = {Proceedings of the 12th annual conference on Genetic and Evolutionary Computation (GECCO'2010)}, pages = {447--454}, publisher = {ACM Press}, address = {Portland, Oregon, USA}, month = {July 7--11}, year = {2010}, note = {ISBN 978-1-4503-0072-8} } @article{Deb10b, author = {Kalyanmoy Deb and Ankur Sinha and Pekka J. Korhonen and Jyrki Wallenius}, title = {{An Interactive Evolutionary Multiobjective Optimization Method Based on Progressively Approximated Value Functions}}, journal = {IEEE Transactions on Evolutionary Computation}, volume = {14}, number = {5}, pages = {723--739}, month = {October}, year = {2010} } @ARTICLE{Deb10c, author = {Kalyanmoy Deb and Kaisa Miettinen and Shamik Chaudhuri}, title = {{Toward an Estimation of Nadir Objective Vector Using a Hybrid of Evolutionary and Local Search Approaches}}, journal = {IEEE Transactions On Evolutionary Computation}, volume = {14}, number = {6}, pages = {821-841}, month = {December}, year = {2010} } @inproceedings{Deb10d, author = {Kalyanmoy Deb and Rituparna Datta}, title = {{A Fast and Accurate Solution of Constrained Optimization Problems Using a Hybrid Bi-Objective and Penalty Function Approach}}, booktitle = {2010 IEEE Congress on Evolutionary Computation (CEC'2010)}, pages = {165--172}, publisher = {IEEE Press}, address = {Barcelona, Spain}, month = {July 18--23}, year = {2010} } @incollection{Deb10e, author = {Kalyanmoy Deb and Shivam Gupta}, title = {{Towards a Link Between Knee Solutions and Preferred Solution Methodologies}}, booktitle = {Swarm, Evolutionary, and Memetic Computing, First International Conference on Swarm, Evolutionary and Memetic Computing, SEMCCO 2010}, editor = {Bijaya Ketan Panigrahi and Swagatam Das and Ponnuthurai Nagaratnam Suganthan and Subhransu Sekhar Dash}, pages = {182--189}, publisher = {Springer-Verlag. Lecture Notes in Computer Science Vol. 6466}, address = {Chennai, India}, month = {December 16-18}, year = {2010} } @incollection{Deb10f, author = {Kalyanmoy Deb}, title = {{Recent Developments in Evolutionary Multi-Objective Optimization}}, booktitle = {Trends in Multiple Criteria Decision Analysis}, editor = {Matthias Ehrgott and Jos\'{e} Rui Figueira and Salvatore Greco}, pages = {339--368}, chapter = {12}, publisher = {Springer, International Series in Operations Research and Management Science}, year = {2010}, note = {ISBN 978-1-4419-5903-4} } @article{Deb10g, author = {Kalyanmoy Deb and Ankur Sinha}, title = {{An Efficient and Accurate Solution Methodology for Bilevel Multi-Objective Programming Problems Using a Hybrid Evolutionary-Local-Search Algorithm}}, journal = {Evolutionary Computation}, volume = {18}, number = {3}, pages = {403--449}, month = {Fall}, year = {2010} } @ARTICLE{Deb11, author = {Kousik Deb and Anirban Dhar}, title = {{Optimum Design of Stone Column-improved Soft Soil Using Multiobjective Optimization Technique}}, journal = {Computers and Geotechnics}, volume = {38}, number = {1}, pages = {50--57}, month = {January}, year = {2011} } @inproceedings{Deb11a, author = {Kalyanmoy Deb and Ralph E. Steuer and Rajat Tewari and Rahul Tewari}, title = {{Bi-objective Portfolio Optimization Using a Customized Hybrid NSGA-II Procedure}}, booktitle = {Evolutionary Multi-Criterion Optimization, 6th International Conference, EMO 2011}, editor = {Ricardo H.C. Takahashi and Kalyanmoy Deb and Elizabeth F. Wanner and Salvatore Grecco}, pages = {358--373}, publisher = {Springer. Lecture Notes in Computer Science Vol. 6576}, address = {Ouro Preto, Brazil}, month = {April}, year = {2011} } @ARTICLE{Deb12, author = {Kalyanmoy Deb and Amit Saha}, title = {{Multimodal Optimization Using a Bi-Objective Evolutionary Algorithm}}, journal = {Evolutionary Computation}, volume = {20}, number = {1}, pages = {27--62}, month = {Spring}, year = {2012} } @article{Dedieu03, author = {S. Dedieu and L. Pibouleau and C. Azzaro-Pantel and S. Domenech}, title = {Design and retrofit of multiobjective batch plants via a multicriteria genetic algorithm}, journal = {Computers \& Chemical Engineering}, volume = {27}, number = {12}, pages = {1723--1740}, month = {December}, year = {2003} } @article{Deep09, author = {K. Deep and Krishna Pratap Singh and M. L. Kansal and C. Mohan}, title = {{Management of Multipurpose Multireservoir Using Fuzzy Interactive Method}}, journal = {Water Resources Management}, volume = {23}, number = {14}, pages = {2987--3003}, month = {November}, year = {2009} } @inproceedings{DeFalco08, author = {Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino}, title = {{A Multiobjective Evolutionary Approach for Multisite Mapping on Grids}}, booktitle = {Parallel Processing and Applied Mathematics, 7th International Conference, PPAM 2007}, editor = {Roman Wyrzykowski and Jack Dongarra and Konrad Karczewski and Jerzy Wasniewski}, pages = {991--1000}, publisher = {Springer. Lecture Notes in Computer Science Vol. 4967}, address = {Gdansk, Poland}, month = {September 9-12}, year = {2008} } @article{DeFalco10, author = {Ivanoe {De Falco} and Umberto Scafuri and Ernesto Tarantino}, title = {{An Adaptive Multisite Mapping for Computationally Intensive Grid Applications}}, journal = {Future Generation Computer Systems - The International Journal of Grid Computing - Theory Methods and Applications}, volume = {26}, number = {6}, pages = {857--867}, month = {June}, year = {2010} } @article{Dehghan10, author = {Ehsan Dehghan-Niri and Seyed M. Zahrai and Arash Mohtat}, title = {{Effectiveness-robustness objectives in MTMD system design: An evolutionary optimal design methodology}}, journal = {Structural Control \& Health Monitoring}, volume = {17}, number = {2}, pages = {218--236}, month = {March}, year = {2010} } @article{Dehghanian09, author = {Farzad Dehghanian and Saeed Mansour}, title = {{Designing sustainable recovery network of end-of-life products using genetic algorithm}}, journal = {Resources Conservation and Recycling}, volume = {53}, number = {10}, pages = {559--570}, month = {August}, year = {2009} } @article{Dehnokhalaji11, author = {Akram Dehnokhalaji and Pekka J. Korhonen and Murat Koksalan and Nasim Nasrabadi and Jyrki Wallenius}, title = {{Convex cone-based partial order for multiple criteria alternatives}}, journal = {Decision Support Systems}, volume = {51}, number = {2}, pages = {256--261}, month = {May}, year = {2011} } @article{Dehuri06, author = {Satchidananda Dehuri and Ashish Ghosh and Rajib Mall}, title = {{Genetic Algorithms for Multi-Criterion Classification and Clustering in Data Mining}}, journal = {International Journal of Computing \& Information Sciences}, volume = {4}, number = {3}, pages = {143--154}, month = {December}, year = {2006} } @ARTICLE{Dehuri06a, author = {S. Dehuri and R. Mall}, title = {{Predictive and comprehensible rule discovery using a multi-objective genetic algorithm}}, journal = {Knowledge-Based Systems}, volume = {19}, number = {6}, pages = {413--421}, month = {October}, year = {2006} } @article{Dehuri08, author = {S. Dehuri and S. Patnaik and A. Ghosh and R. Mall}, title = {Application of elitist multi-objective genetic algorithm for classification rule generation}, journal = {Applied Soft Computing}, volume = {8}, number = {1}, pages = {477--487}, month = {January}, year = {2008} } @incollection{Dehuri08a, author = {Satchidananda Dehuri and Susmita Ghosh and Ashish Ghosh}, title = {{Genetic Algorithm for Optimization of Multiple Objectives in Knowledge Discovery from Large Databases}}, booktitle = {Multi-objective Evolutionary Algorithms for Knowledge Discovery from Data Bases}, editor = {Ashish Ghosh and Satchidananda Dehuri and Susmita Ghosh}, pages = {1--22}, publisher = {Springer}, address = {Berlin}, year = {2008} } @article{Dehuri09, author = {S. Dehuri and S.-B. Cho}, title = {{Multi-criterion Pareto based particle swarm optimized polynomial neural network for classification: A review and state-of-the-art}}, journal = {Computer Science Review}, volume = {3}, number = {1}, pages = {19--40}, month = {February}, year = {2009} } @incollection{Dehuri09a, author = {Satchidananda Dehuri and Susmita Ghosh and Carlos A. {Coello Coello}}, title = {{An Introduction to Swarm Intelligence for Multi-objective Problems in Data Mining}}, booktitle = {Swarm Intelligence for Multi-objective Problems in Data Mining}, editor = {Carlos Artemio {Coello Coello} and Satchidananda Dehuri and Susmita Ghosh}, pages = {1--17}, chapter = {1}, publisher = {Springer. Studies in Computational Intelligence. Vol. 242}, address = {Berlin}, year = {2009} } @incollection{Dehuri09b, author = {Satchidananda Dehuri and Carlos A. {Coello Coello} and Sung-Bae Cho and Ashish Ghosh}, title = {{A Discrete Particle Swarm for Multi-objective Problems in Polynomial Neural Networks Used for Classification: A Data Mining Perspective}}, booktitle = {Swarm Intelligence for Multi-objective Problems in Data Mining}, editor = {Carlos Artemio {Coello Coello} and Satchidananda Dehuri and Susmita Ghosh}, pages = {115--155}, chapter = {6}, publisher = {Springer. Studies in Computational Intelligence. Vol. 242}, address = {Berlin}, year = {2009} } @article{Deihimi10, author = {A. Deihimi and H. Javaheri}, title = {{A Fuzzy Multi-Objective Multi-Case Genetic-Based Optimization for Allocation of FACTS Devices to Improve System Static Security, Power Loss and Transmission Line Voltage Profiles}}, journal = {International Review of Electrical Engineering-IREE}, volume = {5}, number = {4}, pages = {1616--1626}, month = {July-Aungust}, year = {2010} } @inproceedings{DeJong01, author = {Edwin D. {de Jong} and Richard A. Watson and Jordan B. Pollack}, title = {Reducing {B}loat and {P}romoting {D}iversity using {M}ulti-{O}bjective {M}ethods}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2001)}, editor = {Lee Spector and Erik D. Goodman and Annie Wu and W.B. Langdon and Hans-Michael Voigt and Mitsuo Gen and Sandip Sen and Marco Dorigo and Shahram Pezeshk and Max H. 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Domenech}, title = {Optimal design of batch plants under economic and ecological considerations: {A}pplication to a biochemical batch plant}, journal = {Mathematical and Computer Modelling}, volume = {46}, number = {1--2}, pages = {109--123}, month = {July}, year = {2007} } @article{Dietz07a, author = {Adrian Dietz and Catherine Azzaro Pantel and Luc Guy Pibouleau and Serge Domenech}, title = {Ecodesign of batch processes: {O}ptimal design strategies for economic and ecological bioprocesses}, journal = {International Journal of Chemical Reactor Engineering}, volume = {5, Art. No. A34}, month = {September 4}, year = {2007} } @article{Dietz08, author = {A. Dietz and C. Azzaro-Pantel and L. Pibouleau and S. Domenech}, title = {Strategies for multiobjective genetic algorithm development: Application to optimal batch plant design in process systems engineering}, journal = {Computers \& Industrial Engineering}, volume = {54}, number = {3}, pages = {539--569}, month = {April}, year = {2008} } @article{Dietz08a, author = {A. Dietz and A. Aguilar-Lasserre and C. Azzaro-Pantel and L. Pibouleau and S. 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Volume 2632}, pages = {692--706}, address = {Faro, Portugal}, month = {April}, year = {2003} } @phdthesis{Dorn04, author = {Jason Liam Dorn}, title = {Evolutionary Algorithms to Aid Watershed Management}, school = {North Carolina State University}, address = {Raleigh, North Carolina}, year = {2004} } @inproceedings{Dornberger08, author = {Rolf Dornberger and Lukas Frey and Thomas Hanne}, title = {{Single and Multiobjective Optimization of the Train Staff Planning Problem Using Genetic Algorithms}}, booktitle = {2008 Congress on Evolutionary Computation (CEC'2008)}, pages = {970--977}, publisher = {IEEE Service Center}, address = {Hong Kong}, month = {June}, year = {2008} } @INPROCEEDINGS{Dorronsoro10, author = {Bernab\'{e} Dorronsoro and Pascal Bouvry and J. Alberto Ca\~{n}ero and Anthony A. 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Mocavero}, title = {An {E}volutionary {A}lgorithm to design {D}iesel {E}ngines}, booktitle = {2005 IEEE Congress on Evolutionary Computation (CEC'2005)}, pages = {802--809}, volume = {1}, publisher = {IEEE Service Center}, month = {September}, address = {Edinburgh, Scotland}, year= {2005} } @incollection{Donateo10, author = {Teresa Donateo}, title = {{Optimal Design of a Common Rail Diesel Engine Piston}}, booktitle = {Computational Intelligence in Expensive Optimization Problems}, editor = {Yoel Tenne and Chi-Keong Goh}, pages = {513--541}, publisher = {Springer}, address = {Berlin, Germany}, year = {2010}, note = {ISBN 978-3-642-10700-9} } @inproceedings{Doncieux09, author = {St\'{e}phane Doncieux and Jean-Baptiste Mouret}, title = {{Single Step Evolution of Robot Controllers for Sequential Tasks}}, booktitle = {2009 Genetic and Evolutionary Computation Conference (GECCO'2009)}, publisher = {ACM Press}, pages = {1771--1772}, address = {Montreal, Canada}, month = {July 8--12}, year = {2009}, note = {ISBN 978-1-60558-325-9} } @phdthesis{Donoso05, author = {Yezyd {Donoso Meisel}}, title = {Multi-{O}bjective {O}ptimization {S}cheme for {S}tatic and {D}ynamic {M}ulticast {F}lows}, school = {Department of Electronics, Computer Science and Automatic Control, Universitat de Girona}, address = {Girona, Spain}, month = {April}, year = {2005} } @book{Donoso07, author = {Yezid Donoso and Ramon Fabregat}, title = {Multi-{O}bjective {O}ptimization in {C}omputer {N}etworks {U}sing {M}etaheuristics}, publisher = {Auerbach Publications}, address = {Boca Raton, Florida}, year = {2007}, note = {ISBN 0-8493-8084-7} } @inproceedings{Donoso07a, author = {Yezid Donoso and Carolina Alvarado and Alfredo Perez and Ivan Herazo}, title = {A {M}ulti-{O}bjective {S}olution {A}pplying {MOEA} in {O}ptical {N}etworks}, booktitle = {Proceedings of the 2007 IEEE Symposium on Computational Intelligence in Multicriteria Decision Making (MCDM'2007)}, pages = {360--367}, publisher = {IEEE Press}, address = {Honolulu, Hawaii, USA}, month = {April}, year = {2007} } @article{Dotu09, author = {I. J. Dotu and J. Garcia and A. Berlanga and J. M. Molina}, title = {{A meta-level evolutionary strategy for many-criteria design: Application to improving tracking filters}}, journal = {Advanced Engineering Informatics}, volume = {23}, number = {3}, pages = {243--252}, month = {July}, year = {2009} } @inproceedings{Dragan98, author = {Dragan Cvetkovi\'{c} and Ian Parmee and Eric Webb}, address = {Plymouth, United Kingdom}, booktitle = {The Integration of Evolutionary and Adaptive Computing Technologies with Product/System Design and Realisation}, editor = {Ian Parmee}, key = {Cvetkovi\'{c} et al., 1998}, month = {April}, organization = {Plymouth Engineering Design Centre}, pages = {255--267}, publisher = {Springer-Verlag}, title = {Multi-objective {O}ptimisation and {P}reliminary {A}irframe {D}esign}, year = {1998} } @inproceedings{Drechsler96, author = {Rolf Drechsler and Nicole G\"{o}ckel and Bernd Becker}, address = {Berlin, Germany}, booktitle = {Parallel Problem Solving from Nature (PPSN'96)}, key = {Drechsler et al., 1996}, publisher = {Springer-Verlag}, volume = {LNCS 1141}, title = {Learning {H}euristics for {OBDD} {M}inimization by {E}volutionary {A}lgorithms}, pages = {730--739}, year = {1996} } @inproceedings{Drechsler99, author = {Nicole Drechsler and Rolf Drechsler and Bernd Becker}, address = {Dortmund, Germany}, booktitle = {International Conference on Computational Intelligence, Theory and Applications, 6th Fuzzy Days}, editor = {Bernd Reusch}, publisher = {Springer-Verlag. Lecture Notes in Computer Science Vol. 1625}, pages = {108--117}, title = {Multi-{O}bjected {O}ptimization in {E}volutionary {A}lgorithms {U}sing {S}atisfyability {C}lasses}, year = {1999} } @incollection{Drechsler01, author = {Nicole Drechsler and Rolf Drechsler and Bernd Becker}, key = {Drechsler et al., 2001}, booktitle = {First International Conference on Evolutionary Multi-Criterion Optimization}, title = {Multi-objective {O}ptimisation {B}ased on {R}elation {\em Favour}}, editor = {Eckart Zitzler and Kalyanmoy Deb and Lothar Thiele and Carlos A. Coello Coello and David Corne}, publisher = {Springer-Verlag. Lecture Notes in Computer Science No. 1993}, pages = {154--166}, year = {2001} } @book{Dreo05, author = {Johann Dr\'{e}o and Alain P\'{e}trowski and Patrick Siarry and Eric Taillard}, title = {Metaheuristics for Hard Optimization. Methods and Case Studies}, publisher = {Springer}, month = {December}, year = {2005}, note = {ISBN 3-540-23022-X} } @inproceedings{Drezewski06, author = {Rafa{\l} Dre{\.z}ewski and Leszek Siwik}, title = {Co-{E}volutionary {M}ulti-{A}gent {S}ystem with {S}exual {S}election {M}echanism for {M}ulti-{O}bjective {O}ptimization}, booktitle = {2006 IEEE Congress on Evolutionary Computation (CEC'2006)}, pages = {2784--2791}, publisher = {IEEE}, address = {Vancouver, BC, Canada}, month = {July}, year = {2006} } @inproceedings{Drezewski06a, author = {Rafa{\l} Dre{\.z}ewski and Leszek Siwik}, title = {{Multi-objective Optimization Using Co-evolutionary Multi-agent System with Host-Parasite Mechanism}}, booktitle = {International Conference on Computational Science --- ICCS 2006}, editor = {Vassil N. Alexandrov and G. Dick {van Albada} and Peter M. A. Sloot and Jack Dongarra}, pages = {871--878}, address = {Berlin, Heidelberg}, publisher = {Springer-Verlag. Lecture Notes in Computer Science Vol. 3993}, year = {2006} } @inproceedings{Drezewski07, author = {Rafa{\l} Dre{\.z}ewski and Leszek Siwik}, title = {The {A}pplication of {A}gent-{B}ased {C}o-{E}volutionary {S}ystem with {P}redator-{P}rey {I}nteractions to {S}olving {M}ulti-{O}bjective {O}ptimization {P}roblems}, booktitle = {Proceedings of the 2007 IEEE Symposium on Computational Intelligence in Multicriteria Decision Making (MCDM'2007)}, pages = {294--301}, publisher = {IEEE Press}, address = {Honolulu, Hawaii, USA}, month = {April}, year = {2007} } @inproceedings{Drezewski07a, author = {Rafa{\l} Dre{\.z}ewski and Leszek Siwik}, title = {Multi-objective {O}ptimization {T}echnique {B}ased on {C}o-evolutionary {I}nteractions in {M}ulti-agent {S}ystem}, booktitle = {Applications of Evolutionary Computing. EvoWorkshops 2007: EvoCOMNET, EvoFIN, EvoIASP, EvoINTERACTION, EvoMUSART, EvoSTOC and EvoTRANSLOG}, editor = {Mario Giacobini et al.}, pages = {179--188}, publisher = {Springer. Lecture Notes in Computer Science Vol. 4448}, address = {Valencia, Spain}, month = {April}, year = {2007} } @inproceedings{Drezewski07b, author = {Rafa{\l} Dre{\.z}ewski and Leszek Siwik}, title = {{Co-evolutionary Multi-agent System with Predator-Prey Mechanism for Multi-objective Optimization}}, booktitle = {Adaptive and Natural Computing Algorithms, 8th International Conference, ICANNGA 2007, Part I}, editor = {Bartlomiej Beliczynski and Andrzej Dzielinski and Marcin Iwanowski and Bernardete Ribeiro}, pages = {67–-76}, publisher = {Springer-Verlag. Lecture Notes in Computer Science Vol. 4431}, address = {Warsaw, Poland}, month = {April}, year = {2007} } @inproceedings{Drezewski07c, author = {Rafa{\l} Dre\.{z}ewski and Leszek Siwik}, title = {{Techniques for Maintaining Population Diversity in Classical and Agent-Based Multi-objective Evolutionary Algorithms}}, booktitle = {Computational Science -- ICCS 2007}, editor = {Yong Shi and Geert Dick {van Albada} and Jack Dongarra and Peter M.A. Sloot}, pages = {904--911}, publisher = {Springer-Verlag. Lecture Notes in Computer Science Vol. 4488}, address = {Berlin, Heidelberg}, month = {May}, year = {2007} } @inproceedings{Drezewski08, author = {Rafa{\l} Dre{\.z}ewski and Leszek Siwik}, title = {{Agent-Based Multi-Objective Evolutionary Algorithm with Sexual Selection}}, booktitle = {2008 Congress on Evolutionary Computation (CEC'2008)}, pages = {3680--3685}, publisher = {IEEE Service Center}, address = {Hong Kong}, month = {June}, year = {2008} } @inproceedings{Drezewski08a, author = {Rafa{\l} Dre{\.z}ewski and Leszek Siwik}, title = {{Agent-Based Co-Operative Co-Evolutionary Algorithm for Multi-Objective Optimization}}, booktitle = {Artificial Intelligence and Soft Computing --- ICAISC 2008}, editor = {L. Rutkowski and R. Tadeusiewicz and Lofti Zadeh and Jacek M. Zurada}, pages = {388--397}, publisher = {Springer-Verlag. Lecture Notes in Computer Science Vol. 5097}, address = {Berlin, Heidelberg}, year = {2008} } @incollection{Drezewski08b, author = {Rafa{\l} Dre{\.z}ewski and Leszek Siwik}, title = {{Co-evolutionary Multi-Agent System for Portfolio Optimization}}, booktitle = {Natural Computation in Computational Finance}, editor = {Anthony Brabazon and Michael O'Neill}, pages = {271--299}, publisher = {Springer-Verlag}, address = {Berlin, Heidelberg}, year = {2008} } @incollection{Drezewski08c, author = {Rafa{\l} Dre\.{z}ewski and Leszek Siwik}, title = {{Agent-based co-evolutionary techniques for solving multi-objective optimization problems}}, booktitle = {Advances in Evolutionary Algorithms}, editor = {Witold Kosinski}, pages = {231--260}, chapter = {12}, publisher = {I-Tech Education and Publishing}, address = {Vienna, Austria}, year = {2008}, note = {ISBN 978-953-7619-11-4}, month = {November} } @inproceedings{Drezewski08d, author = {Rafa{\l} Dre{\.z}ewski and Jan Sepielak and Leszek Siwik}, title = {{Generating Robust Investment Strategies with Agent-Based Co-evolutionary System}}, editor = {Marian Bubak and Geert Dick {van Albada} Jack Dongarra Peter M.A. Sloot}, booktitle = {Computational Science --- ICCS 2008, 8th International Conference}, publisher = {Springer-Verlag. Lecture Notes in Computer Science Vol. 5103}, pages = {664--673}, address = {Krak\'{o}w, Poland}, month = {June}, year = {2008} } @incollection{Drezewski09, author = {Rafa{\l} Dre{\.z}ewski and Jan Sepielak and Leszek Siwik}, title = {{Classical and Agent-Based Evolutionary Algorithms for Investment Strategies Generation}}, editor = {Anthony Brabazon and Michael O'Neill}, booktitle = {Computational Intelligence in Finance}, pages = {181--205}, volume = {2}, publisher = {Springer-Verlag}, address = {Berlin, Heidelberg}, year = {2009}, note = {ISBN 978-3-540-95973-1} } @incollection{Drezewski09a, author = {Rafa{\l} Dre\.{z}ewski and Krystian Obrocki and Leszek Siwik}, title = {{Comparison of Multi-agent Co-operative Co-evolutionary and Evolutionary Algorithms for Multi-objective Portfolio Optimization}}, booktitle = {Applications of Evolutionary Computing}, editor = {Mario Giacobini and Anthony Brabazon and Stefano Cagnoni and Gianni A. Di Caro and Anik\'{o} Ek\'{a}rt and Anna Isabel Esparcia-Alc\'{a}zar and Muddassar Farooq and Andreas Fink and Penousal Machado}, pages = {223--232}, publisher = {Springer. Lecture Notes in Computer Science Vol. 5484}, location = {}, year = {2009} } @article{Dridi08, author = {Leila Dridi and Marc Parizeau and Alain Mailhot and Jean-Pierre Villeneuve}, title = {{Using evolutionary optimization techniques for scheduling water pipe renewal considering a short planning horizon}}, journal = {Computer-Aided Civil and Infrastructure Engineering}, volume = {23}, number = {8}, pages = {625--635}, month = {November}, year = {2008} } @article{Dridi09, author = {Leila Dridi and Alain Mailhot and Marc Parizeau and Jean-Pierre Villeneuve}, title = {{Multiobjective Approach for Pipe Replacement Based on Bayesian Inference of Break Model Parameters}}, journal = {Journal of Water Resources Planning and Management-ASCE}, volume = {135}, number = {5}, pages = {344--354}, month = {September-October}, year = {2009} } @article{Dror96, author = {Moshe Dror and Melvin F. Shakun}, title = {{Bifurcation and adaptation in evolutionary interactive multiobjective linear programming}}, journal = {European Journal of Operational Research}, volume = {93}, number = {3}, pages = {602-610}, month = {September 20}, year = {1996} } @incollection{Drzadzewski05, author = {Grzegorz Drzadzewski and Mark Wineberg}, title = {The {I}mportance of {S}calability {W}hen {C}omparing {D}ynamic {W}eighted {A}ggregation and {P}areto {F}ront {T}echniques}, booktitle = {Artificial Evolution, 7th International Conference, Evolution Artificielle, EA 2005}, editor = {El-Ghazali Talbi and Pierre Liardet and Pierre Collet and Evelyne Lutton and Marc Schoenauer}, publisher = {Springer. Lecture Notes in Computer Science Vol. 3871}, pages = {143--154}, address = {Lille, France}, month = {October}, year = {2005} } @incollection{Drugan10, author = {Madalina M. Drugan and Dirk Thierens}, title = {{Path-Guided Mutation for Stochastic Pareto Local Search Algorithms}}, booktitle = {Parallel Problem Solving from Nature--PPSN XI, 11th International Conference, Proceedings, Part I}, publisher = {Springer, Lecture Notes in Computer Science Vol. 6238}, editor = {Robert Schaefer and Carlos Cotta and Joanna Ko{\l}odziej and G\"{u}nter Rudolph}, pages = {485--497}, address = {Krak\'{o}w, Poland}, month = {September}, year = {2010} } @inproceedings{Drugan11, author = {M\v{a}d\v{a}lina M. Drugan and Dirk Thierens}, title = {{Generalized Adaptive Pursuit Algorithm for Genetic Pareto Local Search Algorithms}}, booktitle = {2011 Genetic and Evolutionary Computation Conference (GECCO'2011)}, pages = {1963--1970}, publisher = {ACM Press}, address = {Dublin, Ireland}, month = {July 12-16}, year = {2011} } @article{Du08, author = {Feng Du and Gerald W. Evans}, title = {{A bi-objective reverse logistics network analysis for post-sale service}}, journal = {Computers \& Operations Research}, volume = {35}, number = {8}, pages = {2617--2634}, month = {August}, year = {2008} } @inproceedings{Duan08, author = {Yao {Duan} and R.G. {Harley} and T.G. {Habetler}}, title = {{Multi-objective Design Optimization of Surface Mount Permanent Magnet Machine with Particle Swarm Intelligence}}, booktitle = {IEEE Swarm Intelligence Symposium 2008}, publisher = {IEEE Press}, address = {St. Louis, Missouri, USA}, month = {September}, year = {2008} } @inproceedings{Duan10, author = {Xinrui Duan and Jing Liu and Li Zhang and Licheng Jiao}, title = {{Multi-Objective Job Shop Scheduling Based on Multiagent Evolutionary Algorithm}}, booktitle = {Simulated Evolution and Learning, 8th International Conference, SEAL 2010}, editor = {Kalyanmoy Deb and Arnab Bhattacharya and Nirupam Chakraborti and Partha Chakroborty and Swagatam Das and Joydeep Dutta and Santosh K. Gupta and Ashu Jain and Varun Aggarwal and J\"{u}rgen Branke and Sushil J. Louis and Kay Chen Tan}, pages = {543--552}, publisher = {Springer. Lecture Notes in Computer Science Vol. 6457}, address = {Kanpur, India}, month = {December 1-4}, year = {2010} } @inproceedings{Duan10a, author = {Xinrui Duan and Jing Liu and Ruochen Liu and Licheng Jiao}, title = {{A Preference Oriented Two-Layered Multiagent Evolutionary Algorithm for Multi-Objective Job Shop Problems}}, booktitle = {Simulated Evolution and Learning, 8th International Conference, SEAL 2010}, editor = {Kalyanmoy Deb and Arnab Bhattacharya and Nirupam Chakraborti and Partha Chakroborty and Swagatam Das and Joydeep Dutta and Santosh K. Gupta and Ashu Jain and Varun Aggarwal and J\"{u}rgen Branke and Sushil J. Louis and Kay Chen Tan}, pages = {553--557}, publisher = {Springer. Lecture Notes in Computer Science Vol. 6457}, address = {Kanpur, India}, month = {December 1-4}, year = {2010} } @ARTICLE{Duan11, author = {Yao Duan and Ronald G. Harley}, title = {{A Novel Method for Multiobjective Design and Optimization of Three Phase Induction Machines}}, journal = {IEEE Transactions on Industry Applications}, volume = {47}, number = {4}, pages = {1707--1715}, month = {July - August}, year = {2011} } @inproceedings{Duarte00, AUTHOR = {N.M. Duarte and A. E. Ruano and C.M. Fonseca and P.J. Fleming}, ADDRESS = {Piscataway, New Jersey}, BOOKTITLE = {2000 Congress on Evolutionary Computation}, KEY = {Duarte et al., 2000}, MONTH = {July}, TITLE = {Accelerating {M}ulti-{O}bjective {C}ontrol {S}ystem {D}esign {U}sing a {N}euro-{G}enetic {A}pproach}, pages = {392--397}, volume = {1}, PUBLISHER = {IEEE Service Center}, YEAR = {2000} } @inproceedings{Duarte01, author = {Susana {Duarte Flores} and Benjam\'{\i}n Bar\'{a}n Cegla}, title = {Multiobjective {N}etwork {D}esign {O}ptimisation {U}sing {P}arallel {E}volutionary {A}lgorithms}, booktitle = {XXVII Conferencia Latinoamericana de Inform\'{a}tica (CLEI'2001)}, address = {M\'{e}rida, Venezuela}, year = {2001} } @inproceedings{Dubois11, author = {J\'{e}r\'{e}mie Dubois-Lacoste and Manuel L\'{o}pez-Ib\'{a}\~{n}ez and Thomas St\"{u}tzle}, title = {{Automatic Configuration of State-of-the-art Multi-Objective Optimizers Using the TP+PLS Framework}}, booktitle = {2011 Genetic and Evolutionary Computation Conference (GECCO'2011)}, pages = {2019--2026}, publisher = {ACM Press}, address = {Dublin, Ireland}, month = {July 12-16}, year = {2011} } @incollection{Ducange08, author = {Pietro Ducange and Rafael Alcal\'{a} and Francisco Herrera and Beatrice Lazzerini and Francesco Marcelloni}, title = {{Knowledge Base Learning of Linguistic Fuzzy Rule-Based Systems in a Multi-objective Evolutionary Framework}}, booktitle = {Hybrid Artificial Intelligence Systems. Third International Workshop (HAIS'2008)}, editor = {Emilio Corchado and Ajith Abraham and Witold Pedrycz}, pages = {747--754}, publisher = {Springer, Lecture Notes in Computer Science, Vol. 5271}, address = {Burgos, Spain}, year = {2008}, note = {ISBN 978-3-540-87655-7}, month = {September 24-26} } @article{Ducange10, author = {Pietro Ducange and Beatrice Lazzerini and Francesco Marcelloni}, title = {{Multi-objective genetic fuzzy classifiers for imbalanced and cost-sensitive datasets}}, journal = {Soft Computing}, volume = {14}, number = {7}, pages = {713--728}, month = {May}, year = {2010} } @phdthesis{Duchaine07, author = {Florent Duchaine}, title = {Optimisation de Forme Multi-Objectif sur Machines Parall\`{e}les avec M\'{e}ta-Mod\`{e}les et Coupleurs. Application aux Chambres de Combustion A\'{e}ronautiques}, school = {Institut National Polytechnique de Toulouse}, address = {France}, year = {2007} } @article{Duchaine09, author = {F. Duchaine and T. Morel and L.Y.M. Gicquel}, title = {{Computational-Fluid-Dynamics-Based Kriging Optimization Tool for Aeronautical Combustion Chambers}}, journal = {AIAA Journal}, volume = {47}, number = {3}, pages = {631--645}, month = {March}, year = {2009} } @incollection{Ducheyne04, author = {E.I. Ducheyne and B. {De Baets} and R.R. {De Wulf}}, title = {Even {F}low {S}cheduling {P}roblems in {F}orest {M}anagement}, booktitle = {Applications of Multi-Objective Evolutionary Algorithms}, editor = {Carlos A. {Coello Coello} and Gary B. Lamont}, pages = {701--726}, publisher = {World Scientific}, address = {Singapore}, year = {2004} } @article{Ducheyne08, author = {E.I. Ducheyne and B. {De Baets} and R.R. {De Wulf}}, title = {{Fitness Inheritance in Multiple Objective Evolutionary Algorithms: A Test Bench and Real-World Evaluation}}, journal = {Applied Soft Computing}, volume = {8}, number = {1}, pages = {337--349}, month = {January}, year = {2008} } @article{Duchowicz08, author = {Pablo R. Duchowicz and Eduardo A. Castro}, title = {{Partial Order Theory Applied to QSPR-QSAR Studies}}, journal = {Combinatorial Chemistry \& High Throughput Screening}, volume = {11}, number = {10}, pages = {783--793}, month = {December}, year = {2008} } @article{Duddeck08, author = {Fabian Duddeck}, title = {Multidisciplinary optimization of car bodies}, journal = {Structural and Multidisciplinary Optimization}, volume = {35}, number = {4}, pages = {375--389}, month = {April}, year = {2008} } @inproceedings{Dudley08, author = {James Dudley and Luigi Barone and Lyndon While}, title = {{Multi-Objective Spam Filtering Using an Evolutionary Algorithm}}, booktitle = {2008 Congress on Evolutionary Computation (CEC'2008)}, pages = {123--130}, publisher = {IEEE Service Center}, address = {Hong Kong}, month = {June}, year = {2008} } @inproceedings{Duenas01, author = {A. Duenas and N. Mort}, title = {A {G}enetic {A}lgorithm for {M}ultiobjective {O}ptimisation using the interactive {S}equential {M}ultiobjective {P}roblem {S}olving {M}ethod}, booktitle = {Proceedings of the International Conference on Artificial Intelligence (IC-AI'2001)}, month = {June}, pages = {633--639}, publisher = {CSREA Press}, address = {Las Vegas, Nevada}, year = {2001} } @inproceedings{Duenas01a, author = {A. Duenas and N. Mort}, title = {A {M}ultiobjective {O}ptimiser with a {F}uzzy {G}enetic {A}lgorithm}, booktitle = {IASTED International Conference on Artificial Intelligence and Applications (AIA'2001)}, month = {September}, pages = {191--197}, publisher = {ACTA Press}, address = {Marbella, Spain}, year = {2001} } @inproceedings{Duenas02, author = {A. Duenas and K. Best and N. Mort}, title = {Solving {M}ultiple {C}riteria {D}ecision-{M}aking {P}roblem {U}nder {U}ncertainty {U}sing {P}rotrade and {@RISK} 4.0}, booktitle = {Advances in Fuzzy Systems and Evolutionary Computation}, publisher = {WSEAS Press}, year = {2002} } @article{Duenas09, author = {Alejandra Duenas and G. Yazgi Tutuncu and James B. Chilcott}, title = {{A genetic algorithm approach to the nurse scheduling problem with fuzzy preferences}}, journal = {IMA Journal Of Management Mathematics}, volume = {20}, number = {4}, pages = {369--383}, month = {October}, year = {2009} } @article{Duggan04, author = {J. Duggan and J. Byrne and G.J. Lyons}, title = {A task allocation optimizer for software construction}, journal = {IEEE Software}, volume = {21}, number = {3}, pages = {76--82}, month = {May-June}, year = {2004} } @incollection{Duggan08, author = {Jim Duggan}, title = {{Using System Dynamics and Multiple Objective Optimization to Support Policy Analysis for Complex Systems}}, booktitle = {Complex Decision Making. Theory and Practice}, editor = {H. Qudrat-Ullah and J.M. Spector and P.I. Davidsen}, pages = {59--81}, publisher = {Springer}, address = {Berlin/Heidelberg/New York}, year = {2008} } @incollection{Duh08, author = {Jiunn-Der Duh}, title = {{Knowledge-Informed Simulated Annealing for Spatial Allocation Problems}}, booktitle = {Simulated Annealing}, editor = {Cher Ming Tan}, pages = {105--118}, chapter = {6}, publisher = {In-Teh}, address = {Croatia}, year = {2008}, note = {ISBN 978-953-7619-07-7}, month = {September} } @ARTICLE{Dumedah10, author = {Gift Dumedah and Aaron A. Berg and Mark Wineberg and Robert Collier}, title = {{Selecting Model Parameter Sets from a Trade-off Surface Generated from the Non-Dominated Sorting Genetic Algorithm-II}}, journal = {Water Resources Management}, volume = {24}, number = {15}, pages = {4469-4489}, month = {December}, year = {2010} } @article{Dumitrescu00, author = {D. Dumitrescu and Crina Gro\c{s}an and Mihai Oltean}, title = {A {N}ew {E}volutionary {A}pproach for {M}ultiobjective {O}ptimization}, journal = {Studia Universitatis Babe\c{s}--Bolyai, Informatica}, volume = {XLV}, number = {1}, pages = {51--68}, year = {2000} } @article{Dumitrescu01, author = {D. Dumitrescu and Crina Gro\c{s}an and Mihai Oltean}, title = {Genetic {C}hromodynamics for {O}btaining {C}ontinuous {R}epresentation of {P}areto {R}egions}, journal = {Studia Universitatis Babe\c{s}--Bolyai, Informatica}, volume = {XLVI}, number = {1}, pages = {15--30}, year = {2001} } @incollection{Dumitrescu05, author = {D. Dumitrescu and Crina Gro\c{s}an and Mihai Oltean}, title = {Evolving {C}ontinuous {P}areto {R}egions}, booktitle = {Evolutionary Multiobjective Optimization: Theoretical Advances And Applications}, editor = {Ajith Abraham and Lakhmi Jain and Robert Goldberg}, pages = {167--199}, publisher = {Springer-Verlag}, address = {London}, note = {ISBN 1-85233-787-7}, year = {2005} } @incollection{Dumitrescu09, author = {D. Dumitrescu and Rodica Ioana Lung and Tudor Dan Mihoc}, title = {{Evolutionary Equilibria Detection in Non-cooperative Games}}, booktitle = {Applications of Evolutionary Computing (EvoWorkshops 2009)}, editor = {Mario Giacobini and Anthony Brabazon and Stefano Cagnoni and Gianni A. Di Caro and Anik\'{o} Ek\'{a}rt and Anna Isabel Esparcia-Alc'{a}zar and Muddassar Farooq and Andreas Fink and Penousal Machado}, pages = {253--262}, publisher = {Springer, Lecture Notes in Computer Science, Vol. 5484}, address = {Heidelberg, Germany}, year = {2009} } @inproceedings{Dumitrescu10, author = {D. Dumitrescu and Rodica Ioana Lung and R\'{e}ka Nagy and Daniela Zaharie and Attila Bartha}, title = {{Exploring Evolutionary Detected Fuzzy Equilibria: A Link Between Normative Theory and Real Life}}, booktitle = {Proceedings of the 12th annual conference on Genetic and Evolutionary Computation (GECCO'2010)}, pages = {539--540}, publisher = {ACM Press}, address = {Portland, Oregon, USA}, month = {July 7--11}, year = {2010}, note = {ISBN 978-1-4503-0072-8} } @inproceedings{Dumitrescu10a, author = {D. Dumitrescu and Rodica Ioana Lung and No\'{e}mi Gask\'{o} and Tudor Mihoc Dan}, title = {{Evolutionary Detection of Aumann Equilibrium}}, booktitle = {Proceedings of the 12th annual conference on Genetic and Evolutionary Computation (GECCO'2010)}, pages = {827--828}, publisher = {ACM Press}, address = {Portland, Oregon, USA}, month = {July 7--11}, year = {2010}, note = {ISBN 978-1-4503-0072-8} } @incollection{Dumitrescu10b, author = {Dumitru Dumitrescu and Rodica Ioana Lung and R\'{e}ka Nagy and Daniela Zaharie and Attila Bartha and Doina Logof\protect{\v{a}}tu}, title = {{Evolutionary Detection of New Classes of Equilibria: Application in Behavioral Games}}, booktitle = {Parallel Problem Solving from Nature--PPSN XI, 11th International Conference, Proceedings, Part II}, publisher = {Springer, Lecture Notes in Computer Science Vol. 6239}, editor = {Robert Schaefer and Carlos Cotta and Joanna Ko{\l}odziej and G\"{u}nter Rudolph}, pages = {432--441}, address = {Krak\'{o}w, Poland}, month = {September}, year = {2010} } @inproceedings{Dumitrescu10c, author = {Dumitru Dumitrescu and Rodica Ioana Lung and Tudor Dan Mihoc and Reka Nagy}, title = {{Fuzzy Nash-Pareto Equilibrium: Concepts and Evolutionary Detection}}, booktitle = {Applications of Evolutionary Computation, EvoApplications 2010: EvoCOMPLEX, EvoGAMES, EvoIASP, EvoINTELLIGENCE, EvoNUM and EvoSTOC}, editor = {Cecilia Di Chio and Stefano Cagnoni and Carlos Cotta and Marc Ebner and Anik\'{o} Ek\'{a}rt and Anna I. Esparcia-Alcazar and Chi-Keong Goh and Juan J. Merelo and Ferrante Neri and Mike Preuss and Julian Togelius and Georgios N. Yannakakis}, pages = {71--79}, publisher = {Springer. Lecture Notes in Computer Science Vol. 6024}, address = {Istanbul, Turkey}, month = {April 7-9}, year = {2010} } @inproceedings{Ducheyne01, author = {Els I. Ducheyne and Robert R. {De Wulf} and Bernard {De Baets}}, title = {Bi-objective genetic algorithm for forest management: a comparative study}, booktitle = {Proceedings of the 2001 Genetic and Evolutionary Computation Conference. Late-Breaking Papers}, address = {San Francisco, California}, month = {July}, pages = {63--66}, year = {2001} } @inproceedings{Ducheyne03, author = {Els I. Ducheyne and Bernard {De Baets} and Robert {De Wulf}}, title = {Is {F}itness {I}nheritance {U}seful for {R}eal-{W}orld {A}pplications?}, booktitle = {Evolutionary Multi-Criterion Optimization. Second International Conference, EMO 2003}, editor = {Carlos M. Fonseca and Peter J. Fleming and Eckart Zitzler and Kalyanmoy Deb and Lothar Thiele}, publisher = {Springer. Lecture Notes in Computer Science. Volume 2632}, pages = {31--42}, address = {Faro, Portugal}, month = {April}, year = {2003} } @phdthesis{Ducheyne03a, author = {Els Ducheyne}, title = {Multiple objective forest management using {GIS} and genetic optimisation techniques}, school = {Faculty of Agricultural and Applied Biological Sciences, University of Ghent}, address = {Belgium}, month = {September}, year = {2003} } @inproceedings{Duda05, author = {Jerzy Duda and Andrzej Osyczka}, title = {Multiple {C}riteria {L}ot-{S}izing in a {F}oundry {U}sing {E}volutionary {A}lgorithms}, booktitle = {Evolutionary Multi-Criterion Optimization. Third International Conference, EMO 2005}, editor = {Carlos A. {Coello Coello} and Arturo {Hern\'{a}ndez Aguirre} and Eckart Zitzler}, publisher = {Springer. Lecture Notes in Computer Science Vol. 3410}, pages = {651--663}, address = {Guanajuato, M\'{e}xico}, month = {March}, year = {2005} } @article{Dufo08, author = {Rodolfo Dufo-Lopez and Jose L. Bernal-Agustin}, title = {{Multi-Objective design of PV-wind-diesel-hydrogen-battery Systems}}, journal = {Renewable Energy}, volume = {33}, number = {12}, pages = {2559--2572}, month = {December}, year = {2008} } @ARTICLE{Dufo11, author = {Rodolfo {Dufo Lopez} and Jose L. {Bernal Agustin} and Jose M. {Yusta Loyo} and Jose A. {Dominguez Navarro} and Ignacio J. {Ramirez Rosado} and Juan Lujano and Ismael Aso}, title = {{Multi-objective optimization minimizing cost and life cycle emissions of stand-alone PV-wind-diesel systems with batteries storage}}, journal = {Applied Energy}, volume = {88}, number = {11}, pages = {4033--4041}, month = {November}, year = {2011} } @inproceedings{Duncan02, author = {Hugo Duncan and Gerard Leconte and Peter Utiger}, title = {Using {G}enetic {A}lgorithms in {I}ndustry -- {A}rt or {S}cience?}, booktitle = {{GECCO 2002}: Proceedings of the Bird of a Feather Workshops, Genetic and Evolutionary Computation Conference}, editor = {Alwyn M. Barry}, pages = {211--214}, publisher = {AAAI}, address = {New York}, month = {July}, year = {2002} } @inproceedings{Dunn04, author = {Enrique Dunn and Gustavo Olague}, title = {Multi-objective {S}ensor {P}lanning for {E}fficient and {A}ccurate {O}bject {R}econstruction}, booktitle = {Applications of Evolutionary Computing. Proceedings of Evoworkshops 2004: EvoBIO, EvoCOMNET, EvoHOT, EvoIASP, EvoMUSART, and EvoSTOC}, editor = {G\"{u}nther R. Raidl et al.}, publisher = {Springer. Lecture Notes in Computer Science Vol. 3005}, pages = {312--321}, address = {Coimbra, Portugal}, month = {April}, year = {2004} } @inproceedings{Dunn04a, author = {Enrique Dunn and Gustavo Olague and Evelyne Lutton and Marc Schoenauer}, title = {Pareto {O}ptimal {S}ensing {S}trategies for an {A}ctive {V}ision {S}ystem}, booktitle = {2004 Congress on Evolutionary Computation (CEC'2004)}, publisher = {IEEE Service Center}, volume = {1}, pages = {457--463}, address = {Portland, Oregon, USA}, month = {June}, year = {2004} } @article{Duong11, author = {Nguyen Binh Ta Duong and Suiping Zhou and Wentong Cai and Xueyan Tang and Rassul Ayani}, title = {{Multi-objective Zone Mapping in Large-scale Distributed Virtual Environments}}, journal = {Journal of Network and Computer Applications}, volume = {34}, number = {2}, pages = {551--561}, month = {March}, year = {2011} } @article{Duque07, author = {O. Duque and D. Morinigo and J. L. {del Alamo}}, title = {{Tabu search based algorithm for the multi-criteria optimisation of service restoration in electrical distribution networks}}, journal = {International Review of Electrical Engineering-IREE}, volume = {2}, number = {1}, pages = {5--13}, month = {January-February}, year = {2007} } @incollection{Duran07, author = {Orlando Duran and Roberto Barrientos and Luiz Airton Consalter}, title = {{Multi Objective Optimization in Machining Operations}}, booktitle = {Analysis and Design of Intelligent Systems using Soft Computing Techniques}, editor = {Patricia Melin and Oscar Castillo and Eduardo G\'{o}mez-Ram\'{\i}rez and Janusz Kacprzyk and Witold Pedrycz}, pages = {455--462}, publisher = {Springer, Advances in Soft Computing, Vol. 41}, year = {2007}, note = {ISBN 978-3-540-72431-5} } @incollection{Duran09, author = {Feijoo Colomine Duran and Carlos Cotta and Antonio J. Fern\'{a}ndez}, title = {{Evolutionary Optimization for Multiobjective Portfolio Selection under Markowitz’s Model with Application to the Caracas Stock Exchange}}, booktitle = {Nature-Inspired Algorithms for Optimisation}, editor = {Raymond Chiong}, pages = {489--509}, publisher = {Springer}, address = {Berlin}, year = {2009}, note = {ISBN 978-3-642-00266-3} } @article{Duran11, author = {Roberto {Duran} {Novoa} and Noel {Leon} {Rovira} and Humberto {Aguayo} {Tellez} and David Said}, title = {Inventive problem solving based on dialectical negation, using evolutionary algorithms and TRIZ heuristics}, journal = {Computers in Industry}, volume = {62}, number = {4}, pages = {437--445}, month = {May}, year = {2011} } @inproceedings{Durillo08, author = {Juan J. Durillo and Antonio J. Nebro and Carlos A. {Coello Coello} and Francisco Luna and Enrique Alba}, title = {A {C}omparative {S}tudy of the {E}ffect of {P}arameter {S}calability in {M}ulti-{O}bjective {M}etaheuristics}, booktitle = {2008 Congress on Evolutionary Computation (CEC'2008)}, pages = {1893--1900}, publisher = {IEEE Service Center}, address = {Hong Kong}, month = {June}, year = {2008} } @incollection{Durillo08a, author = {Juan Jos\'{e} Durillo and Antonio J. Nebro and Francisco Luna and Enrique Alba}, title = {{Solving Three-Objective Optimization Problems Using a New Hybrid Cellular Genetic Algorithm}}, booktitle = {Parallel Problem Solving from Nature--PPSN X}, editor = {G\"{u}nter Rudolph and Thomas Jansen and Simon Lucas and Carlo Poloni and Nicola Beume}, pages = {661--670}, address = {Dortmund, Germany}, publisher = {Springer. Lecture Notes in Computer Science Vol. 5199}, month = {September}, year = {2008} } @incollection{Durillo09, author = {Juan J. Durillo and Antonio J. Nebro and Francisco Luna and Enrique Alba}, title = {{On the Effect of the Steady-State Selection Scheme in Multi-Objective Genetic Algorithms}}, booktitle = {Evolutionary Multi-Criterion Optimization. 5th International Conference, EMO 2009}, publisher = {Springer. Lecture Notes in Computer Science Vol. 5467}, year = {2009}, editor = {Matthias Ehrgott and Carlos M. Fonseca and Xavier Gandibleux and Jin-Kao Hao and Marc Sevaux}, pages = {183--197}, address = {Nantes, France}, month = {April} } @incollection{Durillo09a, author = {Juan J. Durillo and Jos\'{e} Garc\'{\i}a-Nieto and Antonio J. Nebro and Carlos A. {Coello Coello} and Francisco Luna and Enrique Alba}, title = {{Multi-Objective Particle Swarm Optimizers: An Experimental Comparison}}, booktitle = {Evolutionary Multi-Criterion Optimization. 5th International Conference, EMO 2009}, publisher = {Springer. Lecture Notes in Computer Science Vol. 5467}, year = {2009}, editor = {Matthias Ehrgott and Carlos M. Fonseca and Xavier Gandibleux and Jin-Kao Hao and Marc Sevaux}, pages = {495--509}, address = {Nantes, France}, month = {April} } @incollection{Durillo10, author = {Juan J. Durillo and Antonio J. Nebro and Jos\'{e} Garc\'{\i}a-Nieto and Enrique Alba}, title = {{On the Velocity Update in Multi-Objective Particle Swarm Optimizers}}, booktitle = {Advances in Multi-Objective Nature Inspired Computing}, editor = {Carlos A. {Coello Coello} and Clarisse Dhaenens and Laetitia Jourdan}, pages = {45--62}, chapter = {3}, publisher = {Springer, Studies in Computational Intelligence, Vol. 272}, address = {Berlin, Germany}, year = {2010}, note = {ISBN 978-3-642-11217-1} } @article{Durillo10a, author = {J.J. Durillo and A.J. Nebro and C.A. {Coello Coello} and J. Garcia-Nieto and F. Luna and E. Alba}, title = {{A Study of Multiobjective Metaheuristics When Solving Parameter Scalable Problems}}, journal = {IEEE Transactions on Evolutionary Computation}, volume = {14}, number = {4}, pages = {618--635}, month = {August}, year = {2010} } @article{Durillo10b, author = {J.J. Durillo and A.J. Nebro and F. Luna and C.A. {Coello Coello} and E. Alba}, title = {{Convergence Speed in Multi-Objective Metaheuristics: Efficiency Criteria and Empirical Study}}, journal = {International Journal for Numerical Methods in Engineering}, volume = {84}, number = {11}, pages = {1344--1375}, month = {December 10}, year = {2010} } @INPROCEEDINGS{Durillo10c, author = {Juan J. Durillo and Antonio J. Nebro and Enrique Alba}, title = {{The jMetal framework for multi-objective optimization: Design and architecture}}, booktitle = {2010 IEEE Congress on Evolutionary Computation (CEC'2010)}, pages = {4318--4325}, publisher = {IEEE Press}, address = {Barcelona, Spain}, month = {July 18--23}, year = {2010} } @phdthesis{Durillo11, author = {Juan Jos\'{e} {Durillo Barrionuevo}}, title = {{Metaheuristics for Multi-objective Optimization: Design, Analysis, and Applications}}, school = {Departamento de Lenguajes y Ciencias de la Computaci\'{o}n, Universidad de M\'{a}laga}, address = {Spain}, month = {March}, year = {2011} } @inproceedings{Durillo11a, author = {Juan J. Durillo and Qingfu Zhang and Antonio J. Nebro and Enrique Alba}, title = {{Distribution of Computational Effort in Parallel MOEA/D}}, booktitle = {Learning and Intelligent Optimization, 5th International Conference, LION 5}, editor = {Carlos A. {Coello Coello}}, pages = {488--502}, publisher = {Springer. 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Cook}, title = {{3G} {T}ri {B}and {P}robe {F}ed {P}rinted {E}ccentric {S}piral {A}ntenna for {N}omadic {W}ireless {D}evices {U}sing {O}ptimal {C}onvergence for {P}areto {R}anked {G}enetic {A}lgorithm}, booktitle = {Eleven International Conference on Antennas and Propagation}, volume = {2}, publisher = {IEEE}, pages = {537--541}, year = {2001} } @inproceedings{Efthimeros00, author = {G.A. Efthimeros and D.I. Photeinos and I.G. Katsipou and Z.G. Diamantis and D.T. Tsahalis}, title = {Optimisation of an {I}ndustrial {C}ogeneration {S}ystem by means of a {M}ulti-{O}bjective {G}enetic {A}lgorithm}, booktitle = {Proceedings of the 10th European Symposium on Computer Aided Process Engineering}, pages = {25--29}, address = {Florence, Italy}, year = {2000} } @article{Efstratiadis10, author = {Andreas Efstratiadis and Demetris Koutsoyiannis}, title = {{One decade of multi-objective calibration approaches in hydrological modelling: a review}}, journal = {Hydrological Sciences Journal-Journal Des Sciences Hydrologiques}, volume = {55}, number = {1}, pages = {58--78}, year = {2010} } @article{Eghbal09, author = {Medhi Eghbal and Naoto Yorino and Yoshifumi Zoka and E. E. El-Araby}, title = {{Application of Multi-Objective Evolutionary Optimization Algorithms to Reactive Power Planning Problem}}, journal = {IEEJ Transactions on Electical And Electronic Engineering}, volume = {4}, number = {5}, pages = {625--632}, month = {September}, year = {2009} } @article{Egorov05, author = {Igor N. Egorov-Yegorov and George S. Dulikravich}, title = {Chemical Composition Design of Superalloys for Maximum Stress, Temperature, and Time-To-Rupture using Self-Adaptive Surface Optimization}, journal = {Materials and Manufacturing Processes}, volume = {20}, number = {3}, pages = {569--590}, year = {2005} } @inproceedings{Eguchi03, author = {Toru Eguchi and Kotaro Hirasawa and Jinglu Hu}, title = {Symbiotic {E}volutional {M}odels in {M}ultiagent {S}ystems}, booktitle = {Proceedings of the 2003 Congress on Evolutionary Computation (CEC'2003)}, pages = {739--746}, volume = {2}, publisher = {IEEE Press}, month = {December}, address = {Canberra, Australia}, year = {2003} } @techreport{Ehrgott00, author = {Matthias Ehrgott and Xavier Gandibleux}, address = {Kaiserslautern, Germany}, institution = {Fachbereich Mathematik, Universitat Kaiserslautern}, key = {Ehrgott \& Gandibleux, 2000}, number = {62/2000}, title = {An {A}nnotated {B}ibliography of {M}ulti-objective {C}ombinatorial {O}ptimization}, year = {2000} } @article{Ehrgott00a, author = {Matthias Ehrgott and Xavier Gandibleux}, title = {A {S}urvey and {A}nnotated {B}ibliography of {M}ultiobjective {C}ombinatorial {O}ptimization}, journal = {OR Spektrum}, volume = {22}, pages = {425--460}, year = {2000} } @article{Ehrgott00b, author = {Matthias Ehrgott}, title = {Approximation algorithms for combinatorial multicriteria optimization problems}, journal = {International Transactions in Operational Research}, volume = {7}, pages = {5--31}, year = {2000} } @incollection{Ehrgott02, author = {Matthias Ehrgott and Xavier Gandibleux}, title = {Multiobjective {C}ombinatorial {O}ptimization---{T}heory, {M}ethodology, and {A}pplications}, booktitle = {Multiple Criteria Optimization: State of the Art Annotated Bibliographic Surveys}, editor = {Matthias Ehrgott and Xavier Gandibleux}, pages = {369--444}, publisher = {Kluwer Academic Publishers}, address = {Boston}, year = {2002} } @book{Ehrgott02a, editor = {Matthias Ehrgott and Xavier Gandibleux}, title = {Multiple Criteria Optimization: State of the Art Annotated Bibliographic Surveys}, publisher = {Kluwer Academic Publishers}, address = {Boston}, note = {ISBN 1-4020-7128-0}, year = {2002} } @article{Ehrgott04, author = {Matthias Ehrgott and Kathrin Klamroth and Christian Schwehm}, title = {An {MCDM} approach to portfolio optimization}, journal = {European Journal of Operational Research}, volume = {155}, number = {3}, pages = {752--770}, month = {June}, year = {2004} } @article{Ehrgott04a, author = {Matthias Ehrgott and Xavier Gandibleux}, title = {Approximative {S}olution {M}ethods for {M}ultiobjective {C}ombinatorial {O}ptimization}, journal = {Top}, volume = {12}, number = {1}, pages = {1--89}, month = {June}, year = {2004} } @incollection{Ehrgott08, author = {Matthias Ehrgott and Xavier Gandibleux}, title = {{Hybrid Metaheuristics for Multi-objective Combinatorial Optimization}}, booktitle = {Hybrid Metaheuristics}, editor = {Christian Blum and Mar\'{\i}a J. Blesa Aguilera and Andrea Roli and Michael Sampels}, pages = {221--259}, publisher = {Springer. Studies in Computational Intelligence Vol. 114}, year = {2008} } @article{Eisenring00, author = {M. Eisenring and L. Thiele and E. Zitzler}, title = {Conflicting {C}riteria in {E}mbedded {S}ystem {D}esign}, journal = {IEEE Design and Test}, volume = {17}, number = {2}, pages = {51--59}, month = {April--June}, year = {2000} } @article{Ekart01, author = {Anik\'{o} Ek\'{a}rt and S.Z. N\'{e}meth}, title = {Selection {B}ased on the {P}areto {N}ondomination {C}riterion for {C}ontrolling {C}ode {G}rowth in {G}enetic {P}rogramming}, journal = {Genetic Programming and Evolvable Machines}, volume = {2}, number = {1}, pages = {61--73}, month = {March}, year = {2001} } @inproceedings{Ekbal10, author = {Asif Ekbal and Sriparna Saha and Christoph S. Garbe}, title = {{Multiobjective Optimization Approach for Named Entity Recognition}}, booktitle = {PRICAI 2010: Trends in Artificial Intelligence, 11th Pacific Rim International Conference on Artificial Intelligence}, editor = {Byoung-Tak Zhang and Mehmet A. Orgun}, pages = {52--63}, publisher = {Springer. Lecture Notes in Artificial Intelligence Vol. 6230}, address = {Daegu, Korea}, month = {August 30 - September 2}, year = {2010} } @inproceedings{Eklund99, author = {Neil H. Eklund and Mark J. Embrechts}, address = {New York}, publisher = {ASME Press}, booktitle = {Smart Engineering System Design: Neural Networks, Fuzzy Logic, Evolutionary Programming, Data Mining and Complex Systems}, key = {Eklund \& Embrechts, 1999}, title = {{GA}-{B}ased {M}ulti-{O}bjective {O}ptimization of {V}isible {S}pectra for {L}amp {D}esign}, editor = {Cihan H. Dagli and Anna L. Buczak and Joydeep Ghosh and Mark J. Embrechts and Okan Ersoy}, month = {November}, pages = {451--456}, year = {1999} } @incollection{Eklund01, author = {Neil H. Eklund and Mark J. Embrechts}, key = {Eklund \& Embrechts, 2001}, booktitle = {First International Conference on Evolutionary Multi-Criterion Optimization}, title = {Determining the {C}olor-{E}fficiency {P}areto {O}ptimal {S}urface for {F}iltered {L}ight {S}ources}, editor = {Eckart Zitzler and Kalyanmoy Deb and Lothar Thiele and Carlos A. Coello Coello and David Corne}, publisher = {Springer-Verlag. Lecture Notes in Computer Science No. 1993}, pages = {603--611}, year = {2001} } @article{Eklund01a, author = {Neil H. Eklund and Mark J. Embrechts}, title = {Multi-{O}bjective {O}ptimization of {S}pectra {U}sing {G}enetic {A}lgorithms}, journal = {Journal of Illuminating Engineering Society}, volume = {30}, pages = {65--72}, year = {2001} } @phdthesis{Eklund02, author = {Neil Holger White Eklund}, title = {Multiobjective {V}isible {S}pectrum {O}ptimization: {A} {G}enetic {A}lgorithm {A}pproach}, school = {Rensselaer Polytechnic Institute}, address = {Troy, New York, USA}, month = {September}, year = {2002} } @inproceedings{Elalfy07, author = {El-Sayed M. El-Alfy and Shokri Z. Selim and Syed N. Mujahid}, title = {{Solving the Minimum-Cost Constrained Multipath Routing with Load Balancing in MPLS Networks Using an Evolutionary Method}}, booktitle = {2007 IEEE Congress on Evolutionary Computation (CEC'2007)}, pages = {4433--4438}, publisher = {IEEE Press}, address = {Singapore}, month = {September}, year = {2007} } @article{ElHossainy10, author = {T.M. El-Hossainy and A.A. El-Zoghby and M.A. Badr and K.Y. Maalawi and M.F. Nasr}, title = {{Cutting Parameter Optimization when Machining Different Materials}}, journal = {Materials and Manufacturing Processes}, volume = {25}, number = {10}, pages = {1101--1114}, year = {2010} } @article{Elaoud07, author = {Samya Elaoud and Taicir Loukil and Jacques Teghem}, title = {{The Pareto fitness genetic algorithm: Test function study}}, journal = {European Journal of Operational Research}, volume = {177}, number = {3}, pages = {1703--1719}, month = {March 16}, year = {2007} } @article{Elaoud07a, author = {Samya Elaoud and Jacques Teghem and Bassem Bouaziz}, title = {Genetic algorithms to solve the cover printing problem}, journal = {Computers \& Operations Research}, volume = {34}, number = {11}, pages = {3346--3361}, month = {November}, year = {2007} } @article{Elegbede03, author = {C. Elegbede and K. 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Fleming}, address = {Sheffield, UK}, institution = {University of Sheffield}, key = {Fonseca and Fleming, 1995c}, month = {January}, number = {565}, title = {Multiobjective {O}ptimization and {M}ultiple {C}onstraint {H}andling with {E}volutionary {A}lgorithms {II}: {A}pplication {E}xample}, year = {1995} } @inproceedings{Fonseca95d, author = {Carlos M. Fonseca and Peter J. Fleming}, title = {Multiobjective {G}enetic {A}lgorithms {M}ade {E}asy: {S}election, {S}haring, and {M}ating {R}estriction}, booktitle = {Proceedings of the First International Conference on Genetic Algorithms in Engineering Systems: Innovations and Applications}, address = {Sheffield, UK}, pages = {42--52}, publisher = {IEE}, month = {September}, year = {1995} } @inproceedings{Fonseca96, author = {Carlos M. Fonseca and Peter J. Fleming}, address = {San Francisco, California}, booktitle = {Proceedings of the 13th World Congress of the International Federation of Automatic Control}, key = {Fonseca \& Fleming, 1996}, pages = {187--192}, publisher = {Pergamon Press}, title = {Nonlinear {S}ystem {I}dentification with {M}ultiobjective {G}enetic {A}lgorithms}, year = {1996} } @inproceedings{Fonseca96a, author = {Carlos M. Fonseca and Peter J. Fleming}, address = {Berlin, Germany}, booktitle = {Parallel Problem Solving from Nature---PPSN IV}, editor = {Hans-Michael Voigt and Werner Ebeling and Ingo Rechenberg and Hans-Paul Schwefel}, key = {Fonseca and Fleming, 1996a}, month = {September}, pages = {584--593}, publisher = {Springer-Verlag}, series = {Lecture Notes in Computer Science}, title = {On the {P}erformance {A}ssessment and {C}omparison of {S}tochastic {M}ultiobjective {O}ptimizers}, year = {1996} } @incollection{Fonseca97, author = {Carlos M. Fonseca and Peter J. Fleming}, title = {Multiobjective {O}ptimization}, pages = {C4.5:1--C4.5:9}, booktitle = {Handbook of Evolutionary Computation}, editor = {Thomas B\"{a}ck and David B. Fogel and Zbigniew Michalewicz}, publisher = {Institute of Physics Publishing and Oxford University Press}, volume = {1}, year = {1997} } @incollection{Fonseca97a, author = {C.M. Fonseca and P.J. Fleming}, title = {Multiobjective genetic algorithms}, booktitle = {Genetic Algorithms in Engineering Systems}, editor = {A.M.S. Zalzala and P.J. Fleming}, publisher = {The Institution of Electrical Engineers. Control Engineering Series 55}, pages = {63--78}, chapter = {3}, address = {Bath, UK}, year = {1997} } @article{Fonseca98, author = {Carlos M. Fonseca and Peter J. Fleming}, journal = {IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans}, key = {Fonseca \& Fleming, 1998}, number = {1}, pages = {26--37}, title = {Multiobjective {O}ptimization and {M}ultiple {C}onstraint {H}andling with {E}volutionary {A}lgorithms---{P}art {I}: {A} {U}nified {F}ormulation}, volume = {28}, year = {1998} } @article{Fonseca98a, author = {Carlos M. Fonseca and Peter J. Fleming}, journal = {IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans}, key = {Fonseca \& Fleming, 1998a}, number = {1}, pages = {38--47}, title = {Multiobjective {O}ptimization and {M}ultiple {C}onstraint {H}andling with {E}volutionary {A}lgorithms---{P}art {I}{I}: {A} {A}pplication {E}xample}, volume = {28}, year = {1998} } @inproceedings{Fonseca99, AUTHOR = {Jo\protect{\~{a}}o V. {da Fonseca Neto} and Celso P. Bottura}, ADDRESS = {Washington, D.C.}, BOOKTITLE = {1999 Congress on Evolutionary Computation}, PAGES = {1035--1042}, MONTH = {July}, VOLUME = {21}, TITLE = {Parallel {G}enetic {A}lgorithm {F}itness {F}unction {T}eam for {E}igenstructure {A}ssignment via {LQR}}, PUBLISHER = {IEEE Service Center}, YEAR = {1999} } @incollection{Fonseca01, author = {Viviane {Grunert da Fonseca} and Carlos M. Fonseca and Andreia O. Hall}, key = {Fonseca et al., 2001}, booktitle = {First International Conference on Evolutionary Multi-Criterion Optimization}, title = {Inferential {P}erformance {A}ssessment of {S}tochastic {O}ptimisers and the {A}ttainment {F}unction}, editor = {Eckart Zitzler and Kalyanmoy Deb and Lothar Thiele and Carlos A. Coello Coello and David Corne}, publisher = {Springer-Verlag. Lecture Notes in Computer Science No. 1993}, pages = {213--225}, year = {2001} } @inproceedings{Fonseca05, author = {Carlos M. 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Bullinaria}, title = {{Extending ACO$_R$ to Solve Multi-Objective Problems}}, booktitle = {Proceedings of the UK Workshop on Computational Intelligence (UKCI 2007)}, editor = {G. M. Coghill}, publisher = {Imperial College United Kingdom}, address = {London, UK}, year = {2007} } @incollection{Garcia09, author = {Abel Garcia Najera and John A. Bullinaria}, title = {{Bi-objective Optimization for the Vehicle Routing Problem with Time Windows: Using Route Similarity to Enhance Performance}}, booktitle = {Evolutionary Multi-Criterion Optimization. 5th International Conference, EMO 2009}, publisher = {Springer. Lecture Notes in Computer Science Vol. 5467}, year = {2009}, editor = {Matthias Ehrgott and Carlos M. Fonseca and Xavier Gandibleux and Jin-Kao Hao and Marc Sevaux}, pages = {275--289}, address = {Nantes, France}, month = {April} } @inproceedings{Garcia09a, author = {Abel Garcia-Najera and John A. Bullinaria}, title = {{Comparison of similarity measures for the multi-objective vehicle routing problem with time windows}}, booktitle = {2009 Genetic and Evolutionary Computation Conference (GECCO'2009)}, address = {Montreal, Canada}, publisher = {ACM Press}, pages = {579--586}, month = {July 8--12}, year = {2009}, note = {ISBN 978-1-60558-325-9} } @article{Garcia09b, author = {J. Garcia-Nieto and E. Alba and L. Jourdan and E. Talbi}, title = {{Sensitivity and specificity based multiobjective approach for feature selection: Application to cancer diagnosis}}, journal = {Information Processing Letters}, volume = {109}, number = {16}, pages = {887--896}, month = {July 31}, year = {2009} } @inproceedings{Garcia09c, author = {Sandra Garc\'{i}a and Crist\'{o}bal Luque and Alejandro Cervantes and In\'{e}s M. Galv\'{a}n}, title = {{Multiobjective Algorithms Hybridization to Optimize Broadcasting Parameters in Mobile Ad-Hoc Networks}}, booktitle = {Bio-Inspired Systems: Computational and Ambient Intelligence, 10th International Work-Conference on Artificial Neural Networks, IWANN 2009}, editor = {Joan Cabestany and Francisco Sandoval and Alberto Prieto and Juan M. Corchado}, pages = {728--735}, publisher = {Springer. Lecture Notes in Computer Science Vol. 5517}, address = {Salamanca, Spain}, month = {June 10-12}, year = {2009} } @incollection{Garcia10, author = {Abel Garcia-Najera and John A. Bullinaria}, title = {{Optimizing Delivery Time in Multi-Objective Vehicle Routing Problems with Time Windows}}, booktitle = {Parallel Problem Solving from Nature--PPSN XI, 11th International Conference, Proceedings, Part II}, publisher = {Springer, Lecture Notes in Computer Science Vol. 6239}, editor = {Robert Schaefer and Carlos Cotta and Joanna Ko{\l}odziej and G\"{u}nter Rudolph}, pages = {51--60}, address = {Krak\'{o}w, Poland}, month = {September}, year = {2010} } @article{Garcia10a, author = {Carlos R. {Garcia-Alonso} and Luis {Salvador-Carulla} and Miguel A. {Negrin-Hernandez} and Berta {Moreno-K\"{u}stner}}, title = {{Development of a New Spatial Analysis Tool in Mental Health: Identification of Highly Autocorrelated Areas (Hot-Spots) of Schizophrenia Using a Multiobjective Evolutionary Algorithm Model (MOEA/HS)}}, journal = {Epidemiologia e Psichiatria Sociale-an International Journal for Epidemiology and Psychiatric Sciences}, volume = {19}, number = {4}, pages = {302--313}, month = {October-December}, year = {2010} } @inproceedings{Garcia10b, author = {Sandra Garc\'{i}a and Ricardo Aler and In\'{e}s Mar\'{i}a Galv\'{a}n}, title = {{Using Evolutionary Multiobjective Techniques for Imbalanced Classification Data}}, booktitle = {Artificial Neural Networks – ICANN 2010, 20th International Conference}, editor = {Konstantinos Diamantaras and Wlodek Duch and Lazaros S. Iliadis}, pages = {422--427}, publisher = {Springer. Lecture Notes in Computer Science Vol. 6352}, address = {Thessaloniki, Greece}, month = {September 15-18}, year = {2010} } @phdthesis{Garcia10c, author = {Abel {Garcia Najera}}, title = {{Multi-Objective Evolutionary Algorithms for Vehicle Routing Problems}}, school = {School of Computer Science, College of Engineering and Physical Sciences, The University of Birmingham}, address = {UK}, month = {November}, year = {2010} } @inproceedings{Garcia11, author = {Rodolfo Garcia and Emerson Cabrera Paraiso and J\'{u}lio Cesar Nievola}, title = {{Multiobjective Optimization of Indexes Obtained by Clustering for Feature Selection Methods Evaluation in Genes Expression Microarrays}}, booktitle = {Intelligent Data Engineering and Automated Learning - IDEAL 2011, 12th International Conference}, editor = {Hujun Yin and Wenjia Wang and Victor Rayward-Smith}, pages = {353--360}, publisher = {Springer. Lecture Notes in Computer Science Vol. 6936}, address = {Norwich, UK}, month = {September 7-9}, year = {2011} } @ARTICLE{Garcia12, author = {Juan Jose {Valera Garcia} and Vicente {Gomez Garay} and Eloy Irigoyen Gordo and Fernando {Artaza Fano} and Mikel Larrea Sukia}, title = {{Intelligent Multi-Objective Nonlinear Model Predictive Control (iMO-NMPC): Towards the `on-line' optimization of highly complex control problems}}, journal = {Expert Systems with Applications}, volume = {39}, number = {7}, pages = {6527--6540}, month = {June 1}, year = {2012} } @phdthesis{Garcia12a, author = {\'{A}lvaro Garcia-Piquer}, title = {{Facing-up Challenges of Multiobjective Clustering Based on Evolutionary Algorithms: Representations, Scalability and Retrieval Solutions}}, school = {Computer Science Department, Ecola T\`{e}cnica Superior d'Enginyeria Electr\`{o}nica I Inform\`{a}tica La Salle - Universitat Ramon Llull}, address = {Barcelona, Spain}, month = {March}, year = {2012} } @article{Gardiner09, author = {Eleanor J. Gardiner and David A. Cosgrove and Robin Taylor and Valerie J. Gillet}, title = {{Multiobjective Optimization of Pharmacophore Hypotheses: Bias Toward Low-Energy Conformations}}, journal = {Journal of Chemical Information and Modeling}, volume = {49}, number = {12}, pages = {2761--2773}, month = {December}, year = {2009} } @inproceedings{Garen04, author = {Joost Garen}, title = {A {G}enetic {A}lgorithm for {T}ackling {M}ultiobjective {J}ob-{S}hop {S}cheduling {P}roblems}, booktitle = {Metaheuristics for Multiobjective Optimisation}, editor = {Xavier Gandibleux and Marc Sevaux and Kenneth S\"{o}rensen and Vincent T'kindt}, pages = {201--219}, publisher = {Springer. Lecture Notes in Economics and Mathematical Systems Vol. 535}, address = {Berlin}, year = {2004} } @article{Garg99, author = {Sanjeev Garg and Santosh K. Gupta}, journal = {Macromolecular Theory and Simulations}, key = {Garg \& Gupta, 1999}, pages = {46--53}, title = {Multiobjective optimization of a free radical bulk polymerization reactor using genetic algorithm}, volume = {8}, number = {1}, year = {1999} } @incollection{Garg09, author = {Sanjeev Garg}, title = {{Array Informatics using Multi-Objective Genetic Algorithms: From Gene Expressions to Gene Networks}}, booktitle = {Multi-Objective Optimization Techniques and Applications in Chemical Engineering}, editor = {Rangaiah Gade Pandu}, pages = {363--400}, chapter = {12}, publisher = {World Scientific}, address = {Singapore}, year = {2009}, note = {ISBN 978-981-283-651-9} } @inproceedings{Garg11, author = {Ritu Garg and Awadhesh Kumar Singh}, title = {{Multi-objective Workflow Grid Scheduling Based on Discrete Particle Swarm Optimization}}, booktitle = {Swarm, Evolutionary, and Memetic Computing, Second International Conference, SEMCCO 2011}, editor = {Bijaya Ketan Panigrahi and Ponnuthurai Nagaratnam Suganthan and Swagatam Das and Suresh Chandra Satapathy}, pages = {183--190}, publisher = {Springer. Lecture Notes in Computer Science Vol. 7076}, address = {Visakhapatnam, Andhra Pradesh, India}, month = {December 19-21}, year = {2011} } @inproceedings{Garrett06, author = {Deon Garrett and Dipankar Dasgupta}, title = {Analyzing the {P}erformance of {H}ybrid {E}volutionary {A}lgorithms for the {M}ultiobjective {Q}uadratic {A}ssignment {P}roblem}, booktitle = {2006 IEEE Congress on Evolutionary Computation (CEC'2006)}, pages = {6174--6181}, publisher = {IEEE}, address = {Vancouver, BC, Canada}, month = {July}, year = {2006} } @inproceedings{Garrett07, author = {Aaron Garrett and Gerry Dozier and Kalyanmoy Deb}, title = {{NEMO: Neural Enhancement for Multiobjective Optimization}}, booktitle = {2007 IEEE Congress on Evolutionary Computation (CEC'2007)}, pages = {3108--3113}, publisher = {IEEE Press}, address = {Singapore}, month = {September}, year = {2007} } @incollection{Garrett07a, author = {Deon Garrett and Dipankar Dasgupta and Joseph Vannucci and James Simien}, title = {{Applying Hybrid Multiobjective Evolutionary Algorithms to the Sailor Assignment Problem}}, booktitle = {Advances in Evolutionary Computing for System Design}, editor = {Lakhmi C. Jain and Vasile Palade and Dipti Srinivasan}, pages = {269--301}, address = {}, publisher = {Springer. Studies in Computational Intelligence Vol. 66}, month = {}, year = {2007} } @phdthesis{Garrett08, author = {Aaron Garrett}, title = {Neural Enhancement for Multiobjective Optimization}, school = {Auburn University}, address = {Auburn, Alabama, USA}, month = {May}, year = {2008} } @inproceedings{Garrett09, author = {Deon Garrett and Dipankar Dasgupta}, title = {{An Empirical Comparison of Memetic Algorithm Strategies on the Multiobjective Quadratic Assignment Problem}}, booktitle = {2009 IEEE Symposium on Computational Intelligence in Multi-Criteria Decision-Making (MCDM'2009)}, address = {Nashville, TN, USA}, publisher = {IEEE Press}, pages = {80--87}, month = {March 30 - April 2}, year = {2009}, note = {ISBN 978-1-4244-2764-2} } @inproceedings{Garrett09a, author = {Deon Garrett}, title = {{Plateau Connection Structure and Multiobjective Metaheuristic Performance}}, booktitle = {2009 IEEE Congress on Evolutionary Computation (CEC'2009)}, publisher = {IEEE Press}, pages = {1281--1288}, address = {Trondheim, Norway}, month = {May}, year = {2009} } @incollection{Garrett10, author = {Deon Garrett}, title = {{PMF: A Multicore-Enabled Framework for the Construction of Metaheuristics for Single and Multiobjective Optimization}}, booktitle = {Parallel Problem Solving from Nature--PPSN XI, 11th International Conference, Proceedings, Part II}, publisher = {Springer, Lecture Notes in Computer Science Vol. 6239}, editor = {Robert Schaefer and Carlos Cotta and Joanna Ko{\l}odziej and G\"{u}nter Rudolph}, pages = {351--360}, address = {Krak\'{o}w, Poland}, month = {September}, year = {2010} } @inproceedings{Garrozi06, author = {C\'{\i}cero Garrozi and Aluizio Gausto Ribeiro Ara\'{u}jo}, title = {Multiobjective {G}enetic {A}lgorithm for {M}ulticast {R}outing}, booktitle = {2006 IEEE Congress on Evolutionary Computation (CEC'2006)}, pages = {8682--8689}, publisher = {IEEE}, address = {Vancouver, BC, Canada}, month = {July}, year = {2006} } @ARTICLE{Gassner10, author = {Martin Gassner and Francois Marechal}, title = {{Combined mass and energy integration in process design at the example of membrane-based gas separation systems}}, journal = {Computers \& Chemical Engineering}, volume = {34}, number = {12}, pages = {2033--2042}, month = {December 9}, year = {2010} } @ARTICLE{Gassner12, author = {Martin Gassner and Francois Marechal}, title = {{Thermo-economic optimisation of the polygeneration of synthetic natural gas (SNG), power and heat from lignocellulosic biomass by gasification and methanation}}, journal = {Energy \& Environmental Science}, volume = {5}, number = {2}, pages = {5768--5789}, month = {February}, year = {2012} } @phdthesis{Gaspar00, author = {A. Gaspar-Cunha}, school = {University of Minho}, address = {Guimar\protect{\~{a}}es, Portugal}, title = {Modelling and {O}ptimisation of {S}ingle {S}crew {E}xtrusion}, year = {2000} } @article{Gaspar08, author = {A. Gaspar-Cunha and J.A. Covas}, title = {Robustness in multi-objective optimization using evolutionary algorithms}, journal = {Computational Optimization and Applications}, volume = {39}, number = {1}, pages = {75--96}, month = {January}, year = {2008} } @inproceedings{GasparCunha10, author = {Ant\'{o}nio Gaspar-Cunha and Fernando Mendes and Jo\~{a}o Duarte and Armando Vieira and Bernardete Ribeiro and Andr\'{e} Ribeiro and Jo\~{a}o Neves}, title = {{Multi-Objective Evolutionary Algorithms for Feature Selection: Application in Bankruptey Prediction}}, booktitle = {Simulated Evolution and Learning, 8th International Conference, SEAL 2010}, editor = {Kalyanmoy Deb and Arnab Bhattacharya and Nirupam Chakraborti and Partha Chakroborty and Swagatam Das and Joydeep Dutta and Santosh K. Gupta and Ashu Jain and Varun Aggarwal and J\"{u}rgen Branke and Sushil J. Louis and Kay Chen Tan}, pages = {319--328}, publisher = {Springer. Lecture Notes in Computer Science Vol. 6457}, address = {Kanpur, India}, month = {December 1-4}, year = {2010} } @inproceedings{GasparCunha11, author = {Ant\'{o}nio Gaspar-Cunha and Dirk Loyens and Ferrie {van Hattum}}, title = {{Aesthetic Design Using Multi-Objective Evolutionary Algorithms}}, booktitle = {Evolutionary Multi-Criterion Optimization, 6th International Conference, EMO 2011}, editor = {Ricardo H.C. Takahashi and Kalyanmoy Deb and Elizabeth F. Wanner and Salvatore Grecco}, pages = {374--388}, publisher = {Springer. Lecture Notes in Computer Science Vol. 6576}, address = {Ouro Preto, Brazil}, month = {April}, year = {2011} } @incollection{GasparCunha11a, author = {Ant\'{o}nio Gaspar-Cunha and Jos\'{e} Ferreira and Jos\'{e} Ant\'{o}nio Covas and Carlos Fonseca}, title = {{Extending Optimization Algorithms to Complex Engineering Problems}}, booktitle = {Optimization in Polymer Processing}, editor = {Ant\'{o}nio Gaspar-Cunha and Jos\'{e} Ant\'{o}nio Covas}, chapter = {4}, pages = {59--83}, publisher = {Nova Science Publishers}, address = {New York, USA}, year = {2011}, note = {ISBN 978-1-61122-818-2} } @incollection{GasparCunha11b, author = {Ant\'{o}nio Gaspar-Cunha an Jos\'{e} Ant\'{o}nio Covas and Bruno Vergnes and Fran\c{c}oise Berzin}, title = {{Reactive Extrusion---Optimization of Representative Processes}}, booktitle = {Optimization in Polymer Processing}, editor = {Ant\'{o}nio Gaspar-Cunha and Jos\'{e} Ant\'{o}nio Covas}, chapter = {6}, pages = {115--143}, publisher = {Nova Science Publishers}, address = {New York, USA}, year = {2011}, note = {ISBN 978-1-61122-818-2} } @article{Geem09, author = {Zong Woo Geem}, title = {{Harmony search optimisation to the pump-included water distribution network design}}, journal = {Civil Engineering and Environmental Systems}, volume = {26}, number = {3}, pages = {211--221}, year = {2009} } @article{Geem10, author = {Zong Woo Geem}, title = {{Multiobjective Optimization of Time-Cost Trade-Off Using Harmony Search}}, journal = {Journal Of Construction Engineering and Management-ASCE}, volume = {136}, number = {6}, pages = {711--716}, month = {June}, year = {2010} } @incollection{Geiger01, author = {M.J. Geiger}, title = {Genetic {A}lgorithms for {M}ultiple {O}bjective {V}ehicle {R}outing}, booktitle = {Proceedings of the 4th Metaheuristics International Conference (MIC'2001)}, address = {Porto, Portugal}, editor = {Jorge Pinho de Sousa}, pages = {349--354}, publisher = {Program Operational Ciencia, Tecnologia, Inova\c{c}ao do Quadro Comunit\'{a}rio de Apoio III de Funda\c{c}ao para a Ciencia e Tecnologia}, month = {July 16--20}, year = {2001} } @incollection{Geiger04, author = {Martin Josef Geiger and Sanja Petrovic}, title = {An {I}nteractive {M}ulticriteria {O}ptimisation {A}pproach to {S}cheduling}, booktitle = {Artificial Intelligence Applications and Innovations}, editor = {Max Bramer and Vladan Devedzic}, pages = {475--484}, publisher = {Kluwer Academic Publishers}, address = {Boston/Dordrecht/London}, year = {2004} } @inproceedings{Geiger05, author = {Martin J. Geiger}, title = {{MOOPPS}: {A}n {O}ptimization {S}ystem for {M}ulti {O}bjective {P}roduction {S}cheduling}, booktitle = {MIC'2005. The 6th Metaheuristics International Conference}, pages = {403--408}, address = {Vienna, Austria}, month = {August}, year = {2005} } @article{Geiger07, author = {Martin Josef Geiger}, title = {On operators and search space topology in multi-objective flow shop scheduling}, journal = {European Journal of Operational Research}, volume = {181}, number = {1}, pages = {195--206}, month = {August 16}, year = {2007} } @inproceedings{Geiger07a, author = {Martin Josef Geiger and Wolf Wenger}, title = {On the {I}nteractive {R}esolution of {M}ulti-objective {V}ehicle {R}outing {P}roblems}, booktitle = {Evolutionary Multi-Criterion Optimization, 4th International Conference, EMO 2007}, editor = {Shigeru Obayashi and Kalyanmoy Deb and Carlo Poloni and Tomoyuki Hiroyasu and Tadahiko Murata}, pages = {687--699}, publisher = {Springer. Lecture Notes in Computer Science Vol. 4403}, address = {Matshushima, Japan}, month = {March}, year = {2007} } @inproceedings{Geiger07b, author = {Martin Josef Geiger and Wolf Wenger and Walter Habenicht}, title = {Interactive {U}tility {M}aximization in {M}ulti-Objective {V}ehicle {R}outing {P}roblems: {A} ``{D}ecision {M}aker in the {L}oop''-{A}pproach}, booktitle = {Proceedings of the 2007 IEEE Symposium on Computational Intelligence in Multicriteria Decision Making (MCDM'2007)}, pages = {178--184}, publisher = {IEEE Press}, address = {Honolulu, Hawaii, USA}, month = {April}, year = {2007} } @inproceedings{Geiger07c, author = {Martin Josef Geiger}, title = {The {I}nteractive {P}areto {I}terated {L}ocal {S}earch (i{PILS}) {M}etaheuristic and its {A}pplication to {B}iobjective {P}ortfolio {O}ptimization {P}roblem}, booktitle = {Proceedings of the 2007 IEEE Symposium on Computational Intelligence in Multicriteria Decision Making (MCDM'2007)}, pages = {193--199}, publisher = {IEEE Press}, address = {Honolulu, Hawaii, USA}, month = {April}, year = {2007} } @incollection{Geiger08, author = {Martin Josef Geiger and Wolf Wenger}, title = {{Market Based Allocation of Transportation Orders to Vehicles in Adaptive Multi-objective Vehicle Routing}}, booktitle = {Adaptive and Multilevel Metaheuristics}, editor = {Carlos Cotta and Marc Sevaux and Kenneth S\"{o}rensen}, pages = {119--132}, address = {}, publisher = {Springer. Studies in Computational Intelligence Vol. 136}, month = {}, year = {2008} } @incollection{Geiger09, author = {Martin Josef Geiger}, title = {{Multi-criteria Curriculum-Based Course Timetabiling--A Comparison of a Weighted Sum and a Reference Point Based Approach}}, booktitle = {Evolutionary Multi-Criterion Optimization. 5th International Conference, EMO 2009}, publisher = {Springer. Lecture Notes in Computer Science Vol. 5467}, year = {2009}, editor = {Matthias Ehrgott and Carlos M. Fonseca and Xavier Gandibleux and Jin-Kao Hao and Marc Sevaux}, pages = {290--304}, address = {Nantes, France}, month = {April} } @inproceedings{Geiger10, author = {Martin Josef Geiger}, title = {{Fast Approximation Heuristics fos Multi-Objective Vehicle Routing Problems}}, booktitle = {Applications of Evolutionary Computation, EvoApplications 2010: EvoCOMNET, EvoENVIRONMENT, EvoFIN, EvoMUSART and EvoTRANSLOG}, editor = {Cecilia Di Chio and Anthony Brabazon and Gianni A. Di Caro and Marc Ebner and Muddassar Farooq and Andreas Fink and J\"{o}rn Grahl and Gary Greenfield and Penousal Machado and Michael O'Neill and Ernesto Tarantino and Neil Urquhard}, pages = {441--450}, publisher = {Springer. Lecture Notes in Computer Science Vol. 6025}, address = {Istanbul, Turkey}, month = {April 7-9}, year = {2010} } @article{Gen95, author = {M. Gen and K. Ida and Y. 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Gen and Y.Z Li and K. Ida}, title = {{Solving multi-objective transportation problem by spanning tree-based genetic algorithm}}, journal = {IEICE Transactions of Fundamental of Electronics Communications and Computer Sciences}, volume = {E82A}, number = {12}, pages = {2802--2810}, month = {December}, year = {1999} } @book{Gen00, author = {Mitsuo Gen and Runwei Cheng}, title = {Genetic Algorithms and Engineering Optimization}, publisher = {John Wiley \& Sons}, series = {Wiley Series in Engineering Design and Automation}, address = {New York}, year = {2000} } @book{Gen08, author = {Mitsuo Gen and Runwei Cheng and Lin Lin}, title = {Network Models and Optimization. Multiobjective Genetic Algorithm Approach}, publisher = {Springer}, year = {2008}, note = {ISBN 978-1-84800-180-0} } @incollection{Geng06, author = {Huantong Geng and Min Zhang and Linfeng Huang and Xufa Wang}, title = {Infeasible Elitists and Stochastic Ranking Selection in Constrained Evolutionary Multi-objective Optimization}, booktitle = {Simulated Evolution and Learning, 6th International Conference, SEAL 2006}, editor = {Tzai-Der Wang and Xiaodong Li and Shu-Heng Chen and Xufa Wang and Hussein Abbass and Hitoshi Iba and Guoliang Chen and Xin Yao}, pages = {336--344}, publisher = {Springer. Lecture Notes in Computer Science Vol. 4247}, address = {Hefei, China}, month = {October}, year = {2006} } @incollection{Georgiadou09, author = {Paraskevi S. Georgiadou and Ioannis A. Papazoglou and Chris T. Kiranoudis and Nikolaos C. Markatos}, title = {{Multi-Objective Emergency Response Optimization Around Chemical Plants}}, booktitle = {Multi-Objective Optimization Techniques and Applications in Chemical Engineering}, editor = {Rangaiah Gade Pandu}, pages = {339--362}, chapter = {11}, publisher = {World Scientific}, address = {Singapore}, year = {2009}, note = {ISBN 978-981-283-651-9} } @article{Georgiadou10, author = {Paraskevi S. Georgiadou and Ioannis A. Papazoglou and Chris T. Kiranoudis and Nikolaos C. Markatos}, title = {{Multi-objective evolutionary emergency response optimization for major accidents}}, journal = {Journal of Hazardous Materials}, volume = {178}, number = {1-3}, pages = {792--803}, month = {June 15}, year = {2010} } @article{Georgopoulou09, author = {Chariklia A. Georgopoulou and Kyriakos C. Giannakoglou}, title = {{Two-level, two-objective evolutionary algorithms for solving unit commitment problems}}, journal = {Applied Energy}, volume = {86}, number = {7-8}, pages = {1229--1239}, month = {July-August}, year = {2009} } @article{Georgopoulou09b, author = {Chariklia A. Georgopoulou and Kyriakos C. Giannakoglou}, title = {A multi-objective metamodel-assisted memetic algorithm with strength-based local refinement}, journal = {Engineering Optimization}, volume = {41}, number = {10}, pages = {909--923}, month = {October}, year = {2009} } @article{Gepperth06, author = {A. Gepperth and S. 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Lee and Lewis Klein}, ADDRESS = {Piscataway, New Jersey}, BOOKTITLE = {2000 Congress on Evolutionary Computation}, KEY = {Golovkin et al., 2000}, MONTH = {July}, TITLE = {Multi-criteria {S}earch and {O}ptimization: an {A}pplication to {X}-ray {P}lasma {S}pectroscopy}, pages = {1521--1527}, volume = {2}, PUBLISHER = {IEEE Service Center}, YEAR = {2000} } @inproceedings{Golovkin00a, AUTHOR = {Igor E. Golovkin and Sushil J. Louis and Roberto C. Mancini}, ADDRESS = {Las Vegas, Nevada}, BOOKTITLE = {Late Breaking Papers at the 2000 Genetic and Evolutionary Computation Conference}, KEY = {Golovkin et al., 2000a}, MONTH = {July}, TITLE = {Parallel {I}mplementation of {N}iched {P}areto {G}enetic {A}lgorithm {C}ode for {X}-ray {P}lasma {S}pectroscopy}, pages = {222--227}, YEAR = {2000} } @article{Golovkin02, author = {I. Golovkin and R. Mancini and S. Louis and Y. Ochi and K. Fujita and H. Nishimura and H. Shirga and N. Miyanaga and H. Azechi and R. Butzbach and I. Uschmann and E. F\"{o}rster and J. Delettrez and J. Koch and R.W. Lee and L. Klein}, title = {Spectroscopic {D}etermination of {D}ynamic {P}lasma {G}radients in {I}mplosion {C}ores}, journal = {Physical Review Letters}, volume = {88}, number = {4}, month = {January}, year = {2002} } @inproceedings{Golovkin02a, author = {Igor E. Golovkin and Sushil J. Louis and Roberto C. Mancini}, title = {Parallel {I}mplementation of {N}iched {P}areto {G}enetic {A}lgorithm {C}ode for {X}-ray {P}lasma {S}pectroscopy}, booktitle = {Congress on Evolutionary Computation (CEC'2002)}, volume = {2}, address = {Piscataway, New Jersey}, pages = {1820--1824}, publisher = {IEEE Service Center}, month = {May}, year = {2002} } @inproceedings{Gomes04, author = {Alvaro Gomes and Carlos Henggeler Antunes and Antonio Gomes Martins}, title = {Dealing with solution diversity in an {EA} for multiple objective decision support---{A} case study}, booktitle = {Evolutionary Computation in Combinatorial Optimization, Proceedings of the 4th European Conference, EvoCOP 2004}, editor = {Jens Gottlieb and G\"{u}nter R. Raidl}, publisher = {Springer. Lecture Notes in Computer Science Vol. 3004}, pages = {104--113}, year = {2004} } @article{Gomes04a, author = {Carlos {Gomes da Silva} and Jo\~{a}o Cl\'{\i}maco and Jos\'{e} Figueira}, title = {A scatter search method for the bi-criteria multi-dimensional \{0,1\}-knapsack problem using surrogate relaxation}, journal = {Journal of Mathematical Modelling and Algorithms}, volume = {3}, number = {3}, pages = {183--208}, year = {2004} } @article{Gomes04b, author = {Alvaro Gomes and Carlos Henggeler Antunes and Ant\'{o}nio Gomes Martins}, title = {{A Multiple Objective Evolutionary Approach for the Design and Selection of Load Control Strategies}}, journal = {IEEE Transactions on Power Systems}, volume = {19}, number = {2}, pages = {1173--1180}, month = {May}, year = {2004} } @article{Gomes06, author = {Carlos {Gomes da Silva} and Jo\~{a}o Cl\'{\i}maco and Jos\'{e} Figueira}, title = {A scatter search method for bi-criteria \{0,1\}-knapsack problems}, journal = {European Journal of Operational Research}, volume = {169}, number = {2}, pages = {373--391}, month = {March}, year = {2006} } @article{Gomes07, author = {Carlos {Gomes da Silva} and Jos\'{e} Figueira and Jo\~{a}o Cl\'{\i}maco}, title = {Integrating partial optimization with scatter search for solving bi-criteria \{0,1\}-knapsack problems}, journal = {European Journal of Operational Research}, volume = {177}, number = {3}, pages = {1656--1677}, month = {March 16}, year = {2007} } @inproceedings{Gomes08, author = {Alvaro Gomes and Henggeler Antunes and A. 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Gomez-Castro and Juan Gabriel Segovia-Hernandez and Salvador Hernandez and Claudia Gutierrez-Antonio and Abel Briones-Ramirez}, title = {{Dividing wall distillation columns: Optimization and control properties}}, journal = {Chemical Engineering \& Technology}, volume = {31}, number = {9}, pages = {1246--1260}, month = {September}, year = {2008} } @article{Gomez10, author = {Adrien Gomez and Luc Pibouleau and Catherine Azzaro-Pantel and Serge Domenech and Christian Latge and David Haubensack}, title = {{Multiobjective genetic algorithm strategies for electricity production from generation IV nuclear technology}}, journal = {Energy Conversion and Management}, volume = {51}, number = {4}, pages = {859--871}, month = {April}, year = {2010} } @inproceedings{Gomez10a, author = {Pedro G\'{o}mez-Meneses and Marcus Randall and Andrew Lewis}, title = {{A Hybrid Multi-objective Extremal Optimisation Approach for Multi-objective Combinatorial Optimisation Problems}}, booktitle = {2010 IEEE Congress on Evolutionary Computation (CEC'2010)}, pages = {292--299}, publisher = {IEEE Press}, address = {Barcelona, Spain}, month = {July 18--23}, year = {2010} } @ARTICLE{Gomez11, author = {Fernando Israel Gomez-Castro and Mario Alberto Rodriguez-Angeles and Juan Gabriel Segovia-Hernandez and Claudia Gutierrez-Antonio and Abel Briones-Ramirez}, title = {{Optimal Designs of Multiple Dividing Wall Columns}}, journal = {Chemical Engineering \& Technology}, volume = {34}, number = {12}, pages = {2051--2058}, month = {December}, year = {2011} } @ARTICLE{Gomez11a, author = {T. Gomez and M. Hernandez and J. Molina and M. A. Leon and E. Aldana and R. Caballero}, title = {{A multiobjective model for forest planning with adjacency constraints}}, journal = {Annals of Operations Research}, volume = {190}, number = {1}, pages = {75--95}, month = {October}, year = {2011} } @article{Gondro08, author = {Cedric Gondro and Brian P. Kinghorn}, title = {{Optimization of cDNA Microarray Experimental Designs Using an Evolutionary Algorithm}}, journal = {IEEE-ACM Transactions on Computational Biology and Bioinformatics}, volume = {5}, number = {4}, pages = {630--638}, month = {October-December}, year = {2008} } @inproceedings{Gong05, author = {Maoguo Gong and Licheng Jiao and Haifeng Du and Ronghua Shang and Bin Lu}, title = {Performance {A}ssessment of an {A}rtificial {I}mmune {S}ystem {M}ultiobjective {O}ptimizer by {T}wo {I}mproved {M}etrics}, booktitle = {2005 Genetic and Evolutionary Computation Conference (GECCO'2005)}, editor = {Hans-Georg Beyer et al.}, pages = {373--374}, publisher = {ACM Press}, volume = {1}, address = {New York, USA}, month = {June}, year = {2005} } @inproceedings{Gong05a, author = {D.W. Gong and Y. Zhang and J.H. Zhang}, title = {Multi-objective particle swarm optimization based on minimal particle angle}, booktitle = {Advances in Intelligent Computing, Pt 1, Proceedings}, pages = {571--580}, publisher = {Springer-Verlag, Lecture Notes in Computer Science Vol. 3644}, year = {2005} } @inproceedings{Gong07, author = {Maoguo Gong and Lining Zhang and Licheng Jiao and Shuiping Gou}, title = {Solving {M}ultiobjective {C}lustering {U}sing an {I}mmune-inspired {A}lgorithm}, booktitle = {2007 IEEE Congress on Evolutionary Computation (CEC'2007)}, pages = {15--22}, publisher = {IEEE Press}, address = {Singapore}, month = {September}, year = {2007} } @article{Gong08, author = {Maoguo Gong and Licheng Jiao and Haifeng Du and Liefeng Bo}, title = {Multiobjective immune algorithm with nondominated neighbor-based selection}, journal = {Evolutionary Computation}, volume = {16}, number = {2}, pages = {225--255}, month = {Summer}, year = {2008} } @inproceedings{Gong08a, author = {Wenyin Gong and Zhihua Cai}, title = {{A Multiobjective Differential Evolution Algorithm for Constrained Optimization}}, booktitle = {2008 Congress on Evolutionary Computation (CEC'2008)}, pages = {181--188}, publisher = {IEEE Service Center}, address = {Hong Kong}, month = {June}, year = {2008} } @article{Gong08b, author = {MaoGuo Gong and LiCheng Jiao and WenPing Ma and HaiFeng Du}, title = {{Multiobjective optimization using an immunodominance and clonal selection inspired algorithm}}, journal = {Science in China Series F-Information Sciences}, volume = {51}, number = {8}, pages = {1064--1082}, month = {August}, year = {2008} } @article{Gong09, author = {Wenyin Gong and Zhihua Cai and Li Zhu}, title = {{An Efficient Multiobjective Differential Evolution for Engineering Design}}, journal = {Structural and Multidisciplinary Optimization}, volume = {38}, number = {12}, pages = {137--157}, month = {April}, year = {2009} } @article{Gong09a, author = {Weyin Gong and Zhihua Cai}, title = {{An improved multiobjective differential evolution based on Pareto-adaptive epsilon-dominance and orthogonal design}}, journal = {European Journal of Operational Research}, volume = {198}, number = {2}, pages = {576--601}, month = {October 16}, year = {2009} } @article{Gong09b, author = {Maoguo Gong and Licheng Jiao and Lining Zhang and Haifeng Du}, title = {{Immune secondary response and clonal selection inspired optimizers}}, journal = {Progress in Natural Science}, volume = {19}, number = {2}, pages = {237--253}, month = {February 10}, year = {2009} } @article{Gong10, author = {Dun-wei Gong and Yong Zhang and Cheng-liang Qi}, title = {{Environmental/economic power dispatch using a hybrid multi-objective optimization algorithm}}, journal = {International Journal Of Electrical Power \& Energy Systems}, volume = {32}, number = {6}, pages = {607--614}, month = {July}, year = {2010} } @article{Gong10a, author = {Maoguo Gong and Chao Liu and Licheng Jiao and Gang Cheng}, title = {{Hybrid immune algorithm with Lamarckian local search for multi-objective optimization}}, journal = {Memetic Computing}, volume = {2}, number = {1}, pages = {47--67}, month = {March}, year = {2010} } @inproceedings{Gong11, author = {Maoguo Gong and Fang Liu and Wei Zhang and Licheng Jiao and Qingfu Zhang}, title = {{Interactive MOEA/D for Multi-Objective DEcision Making}}, booktitle = {2011 Genetic and Evolutionary Computation Conference (GECCO'2011)}, pages = {721--728}, publisher = {ACM Press}, address = {Dublin, Ireland}, month = {July 12-16}, year = {2011} } @inproceedings{Gong11a, author = {Maoguo Gong and Tian Hou and Bao Fu and Licheng Jiao}, title = {{A Non-Dominated Neighbor Immune Algorithms for Community Detection in Networks}}, booktitle = {2011 Genetic and Evolutionary Computation Conference (GECCO'2011)}, pages = {1627--1634}, publisher = {ACM Press}, address = {Dublin, Ireland}, month = {July 12-16}, year = {2011} } @ARTICLE{Goni12, author = {Sandro M. 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Hilas}, title = {{Pareto Optimal Design of Dual-Band Base Station Antenna Arrays Using Multi-Objective Particle Swarm Optimization With Fitness Sharing}}, journal = {IEEE Transactions on Magnetics}, volume = {45}, number = {3}, pages = {1522--1525}, month = {March}, year = {2009} } @article{Goudos10, author = {Sotirios K. Goudos and John N. Sahalos}, title = {{Pareto Optimal Microwave Filter Design Using Multiobjective Differential Evolution}}, journal = {IEEE Transactions on Antennas and Propagation}, volume = {58}, number = {1}, pages = {132--144}, month = {January}, year = {2010} } @article{Goudos10a, author = {S. K. Goudos and K. Siakavara and E. E. Vafiadis and J. N. Sahalos}, title = {Pareto optimal Yagi-Uda antenna design using multi-objective differential evolution}, journal = {Progress in Electromagnetics Research}, volume = {105}, pages = {231--251}, year = {2010} } @article{Goulermas03, author = {John Yannis Goulermas and Panos Liatsis}, title = {A {C}ollective-{B}ased {A}daptive {S}ymbiotic {M}odel for {S}urface {R}econstruction in {A}rea-{B}ased {S}tereo}, journal = {IEEE Transactions on Evolutionary Computation}, volume = {7}, number = {5}, pages = {482--502}, month = {October}, year = {2003} } @article{Govindan10, author = {Deepak Govindan and Suman Chakraborty and Nirupam Chakraborti}, title = {{Analyzing the Fluid Flow in Continuous Casting through Evolutionary Neural Nets and Multi-objective Genetic Algorithms}}, journal = {Seteel Research International}, volume = {81}, number = {3}, pages = {197--203}, month = {March}, year = {2010} } @inproceedings{Grabener09, author = {Tristram Gr\"{a}bener and Alain Berro and Yves Duthen}, title = {{What Algorithms for Urban Routing on Mobile Devices?}}, booktitle = {9th Workshop on Multimedia Metadata (WMM'09)}, address = {Toulouse, France}, month = {March}, year = {2009} } @incollection{Gajda10, author = {Ewa Gajda and Robert Schaefer and Maciej Smolka}, title = {{Evolutionary Multiobjective Optimization Algorithm as a Markov System}}, booktitle = {Parallel Problem Solving from Nature--PPSN XI, 11th International Conference, Proceedings, Part I}, publisher = {Springer, Lecture Notes in Computer Science Vol. 6238}, editor = {Robert Schaefer and Carlos Cotta and Joanna Ko{\l}odziej and G\"{u}nter Rudolph}, pages = {617--626}, address = {Krak\'{o}w, Poland}, month = {September}, year = {2010} } @incollection{Glasmachers10, author = {Tobias Glasmachers and Tom Schaul and J\"{u}rgen Schmidhuber}, title = {{A Natural Evolution Strategy for Multi-objective Optimization}}, booktitle = {Parallel Problem Solving from Nature--PPSN XI, 11th International Conference, Proceedings, Part I}, publisher = {Springer, Lecture Notes in Computer Science Vol. 6238}, editor = {Robert Schaefer and Carlos Cotta and Joanna Ko{\l}odziej and G\"{u}nter Rudolph}, pages = {627--636}, address = {Krak\'{o}w, Poland}, month = {September}, year = {2010} } @incollection{Graening10, author = {Lars Graening and Nikola Aulig and Markus Olhofer}, title = {{Towards Directed Open-Ended Search by a Novelty Guided Evolution Strategy}}, booktitle = {Parallel Problem Solving from Nature--PPSN XI, 11th International Conference, Proceedings, Part II}, publisher = {Springer, Lecture Notes in Computer Science Vol. 6239}, editor = {Robert Schaefer and Carlos Cotta and Joanna Ko{\l}odziej and G\"{u}nter Rudolph}, pages = {71--80}, address = {Krak\'{o}w, Poland}, month = {September}, year = {2010} } @inproceedings{Granger10, author = {Eric Granger and Donovan Prieur and Jean-Fran\c{c}ois Connolly}, title = {{Evolving ARTMAP neural networks using Multi-Objective Particle Swarm Optimization}}, booktitle = {2010 IEEE Congress on Evolutionary Computation (CEC'2010)}, pages = {2384--2391}, publisher = {IEEE Press}, address = {Barcelona, Spain}, month = {July 18--23}, year = {2010} } @phdthesis{Grande04, author = {Darby E. Grande}, title = {Asset {R}eplacement {C}onsidering {E}nvironmental and {E}conomic {O}bjectives}, school = {Department of Industrial and Operations Engineering, The University of Michigan}, year = {2004} } @article{Grandinetti07, author = {L. Grandinetti and F. Guerriero and G. Lepera and M. Mancini}, title = {A niched genetic algorithm to solve a pollutant emission reduction problem in the manufacturing industry: {A} case study}, journal = {Computers \& Operations Research}, volume = {34}, number = {7}, pages = {2191--2214}, month = {July}, year = {2007} } @ARTICLE{Grandinetti12, author = {L. Grandinetti and F. Guerriero and D. Lagana and O. Pisacane}, title = {{An optimization-based heuristic for the Multi-objective Undirected Capacitated Arc Routing Problem}}, journal = {Computers \& Operations Research}, volume = {39}, number = {10}, pages = {2300--2309}, month = {October}, year = {2012} } @phdthesis{Gras04, author = {Robin Gras}, title = {Structure des espaces de recherche, complexit\'{e} des algorithmes d'optimisation combinatoire stochastique et applications \`{a} la bioinformatique}, type = {Habilitation \`{a} Diriger les Recherches}, school = {Universit\'{e} de Rennes I}, address = {France}, month = {December}, year = {2004}, note = {(In French)} } @article{Gravel98, author = {Marc Gravel and Aaron Luntala Nsakanda and Wilson Price}, title = {Efficient solutions to the cell-formation problem with multiple routings via a double-loop genetic algorithm}, journal = {European Journal of Operational Research}, volume = {109}, number = {2}, pages = {286--298}, month = {September 1}, year = {1998} } @techreport{Gravel01, author = {Marc Gravel and Wilson L. Price and Caroline Gagn\'{e}}, title = {Scheduling {C}ontinuous {C}asting of {A}luminum {U}sing a {M}ultiple-{O}bjective {A}nt {C}olony {O}ptimization {M}etaheuristic}, number = {2001--004}, institution = {Facult\'{e} des Sciences de L'Administration, Universit\'{e} Laval}, note = {Available at {\tt http://www.fsa.ulaval.ca/rd}}, address = {Qu\'{e}bec, Canada}, month = {April}, year = {2001}, } @article{Gravel02, author = {Marc Gravel and Wilson L. Price and Cariline Gagn\'{e}}, title = {Scheduling continuous casting of aluminum using a multiple objective ant colony optimization metaheuristic}, journal = {European Journal of Operational Research}, volume = {143}, number = {1}, pages = {218--229}, month = {November}, year = {2002} } @inproceedings{Greco10, author = {Salvatore Greco and Benedetto Matarazzo and Roman Slowinski}, title = {{Interactive Evolutionary Multiobjective Optimization using Dominance-based Rough Set Approach}}, booktitle = {2010 IEEE Congress on Evolutionary Computation (CEC'2010)}, pages = {3026--3033}, publisher = {IEEE Press}, address = {Barcelona, Spain}, month = {July 18--23}, year = {2010} } @incollection{Greco10a, author = {Salvatore Greco and Roman S\protect{\l}owi\'{n}ski and Jos\'{e} Rui Figueira and Vincent Mousseau}, title = {{Robust Ordinal Regression}}, booktitle = {Trends in Multiple Criteria Decision Analysis}, editor = {Matthias Ehrgott and Jos\'{e} Rui Figueira and Salvatore Greco}, pages = {241--283}, chapter = {9}, publisher = {Springer, International Series in Operations Research and Management Science}, year = {2010}, note = {ISBN 978-1-4419-5903-4} } @inproceedings{Greco11, author = {Salvatore Greco and Benedetto Matarazzo and Roman Slowi\'{n}ski}, title = {{Interactive Multiobjective Mixed-Integer Optimization Using Dominance-Based Rough Set Approach}}, booktitle = {Evolutionary Multi-Criterion Optimization, 6th International Conference, EMO 2011}, editor = {Ricardo H.C. Takahashi and Kalyanmoy Deb and Elizabeth F. Wanner and Salvatore Grecco}, pages = {241--253}, publisher = {Springer. Lecture Notes in Computer Science Vol. 6576}, address = {Ouro Preto, Brazil}, month = {April}, year = {2011} } @inproceedings{Greeff08, author = {Mard\'{e} Greeff and Andries P. Engelbrecht}, title = {{Solving Dynamic Multi-Objective Problems with Vector Evaluated Particle Swarm Optimisation}}, booktitle = {2008 Congress on Evolutionary Computation (CEC'2008)}, pages = {2922--2929}, publisher = {IEEE Service Center}, address = {Hong Kong}, month = {June}, year = {2008} } @incollection{Greeff10, author = {Mard\'{e} Greeff and Andries P. Engelbrecht}, title = {{Dynamic Multi-objective Optimisation Using PSO}}, booktitle = {Multi-Objective Swarm Intelligent Systems. Theory \& Experiences}, editor = {Nadia Nedjah and Leandro dos Santos Coelho and Luiza de Macedo de Mourelle}, pages = {105--123}, chapter = {5}, publisher = {Springer, Studies in Computational Intelligence, Vol. 261}, address = {Berlin, Germany}, year = {2010}, note = {ISBN 978-3-642-05164-7} } @inproceedings{Greenfield03, author = {Gary R. Greenfield}, title = {Evolving {A}esthetic {I}mages using {M}ultiobjective {O}ptimization}, booktitle = {Proceedings of the 2003 Congress on Evolutionary Computation (CEC'2003)}, pages = {1903--1909}, volume = {3}, publisher = {IEEE Press}, month = {December}, address = {Canberra, Australia}, year = {2003} } @inproceedings{Greenwood97, author = {Garrison W. Greenwood and Xiaobo Sharon Hu and Joseph G. D'Ambrosio}, address = {San Mateo, California}, booktitle = {Foundations of Genetic Algorithms 4}, editor = {Richard K. Belew and Michael D. Vose}, key = {Greenwood et al., 1997}, pages = {437--455}, publisher = {Morgan Kaufmann}, title = {Fitness {F}unctions for {M}ultiple {O}bjective {O}ptimization {P}roblems: {C}ombining {P}references with {P}areto {R}ankings}, year = {1997} } @article{Greiner01, author = {D. Greiner and G. Winter and J.M. Emperador}, title = {Optimising frame structures by different strategies of genetic algorithms}, journal = {Finite Elements in Analysis and Design}, volume = {37}, number = {5}, pages = {381--402}, month = {May}, year = {2001} } @inproceedings{Greiner03, author = {David Greiner and Blas Galv\'{a}n and Gabriel Winter}, title = {Safety {S}ystems {O}ptimum {D}esign by {M}ulticriteria {E}volutionary {A}lgorithms}, booktitle = {Evolutionary Multi-Criterion Optimization. Second International Conference, EMO 2003}, editor = {Carlos M. Fonseca and Peter J. Fleming and Eckart Zitzler and Kalyanmoy Deb and Lothar Thiele}, publisher = {Springer. Lecture Notes in Computer Science. Volume 2632}, pages = {722--736}, address = {Faro, Portugal}, month = {April}, year = {2003} } @inproceedings{Greiner03a, author = {D. Greiner and G. Winter and J.M. Emperador}, title = {Searching for an {E}fficient {M}ethod in {M}ultiobjective {F}rame {O}ptimisation using {E}volutionary {A}lgorithms}, booktitle = {Computational Fluid and Solid Mechanics 2003. Proceedings of the Second MIT Conference on Computational Fluid and Solid Mechanics}, editor = {K.J. Bathe}, pages = {2285--2290}, publisher = {Elsevier}, volume = {2}, address = {The Netherlands}, month = {June}, year = {2003} } @article{Greiner04, author = {D. Greiner and J.M. Emperador and G. Winter}, title = {Single and {M}ultiobjective {F}rame {O}ptimization by {E}volutionary {A}lgorithms and the {A}uto-{A}daptive {R}ebirth {O}perator}, journal = {Computer Methods in Applied Mechanics and Engineering}, volume = {193}, number = {33--35}, pages = {3711--3743}, year = {2004} } @incollection{Greiner04a, author = {D. Greiner and G. Winter and J.M. Emperador and B. Galv\'{a}n}, title = {A {C}omparative {A}nalysis of ``{C}ontrolled {E}litism'' in the {NSGA}-{II} {A}pplied to {F}rame {O}ptimization}, booktitle = {IUTAM Symposium on Evolutionary Methods in Mechanics}, editor = {Tadeusz Burczy\'{n}ski and Andrzej Osyczka}, pages = {101--110}, publisher = {Kluwer Academic Publishers}, address = {Dordrecht/Boston/London}, year = {2004}, note = {ISBN 1-4020-2266-2} } @inproceedings{Greiner05, author = {David Greiner and Gabriel Winter and Jos\'{e} M. Emperador and Blas Galv\'{a}n}, title = {Gray {C}oding in {E}volutionary {M}ulticriteria {O}ptimization: {A}pplication in {F}rame {S}tructural {O}ptimum {D}esign}, booktitle = {Evolutionary Multi-Criterion Optimization. Third International Conference, EMO 2005}, editor = {Carlos A. {Coello Coello} and Arturo {Hern\'{a}ndez Aguirre} and Eckart Zitzler}, publisher = {Springer. Lecture Notes in Computer Science Vol. 3410}, pages = {576--591}, address = {Guanajuato, M\'{e}xico}, month = {March}, year = {2005} } @phdthesis{Greiner05a, author = {David Juan {Greiner S\'{a}nchez}}, title = {Optimizaci\'{o}n {M}ultiobjetivo de {P}\'{o}rticos {M}et\'{a}licos {M}ediante {A}lgoritmos {E}volutivos}, school = {Universidad de las Plamas de Gran Canaria, Escuela T\'{e}cnica Superior de Ingenieros Industriales, Departamentos de Inform\'{a}tica y Sistemas, Matem\'{a}tica Aplicada e Ingenier\'{\i}a Civil}, month = {May}, address = {Las Palmas de Gran Canaria, Spain}, year = {2005}, note = {(in Spanish)} } @inproceedings{Greiner07, author = {David Greiner and Jos\'{e} M. Emperador and Gabriel Winter and Blas Galv\'{a}n}, title = {Improving {C}omputational {M}echanics {O}ptimum {D}esign {U}sing {H}elper {O}bjectives: {A}n {A}pplication in {F}rame {B}ar {S}tructures}, booktitle = {Evolutionary Multi-Criterion Optimization, 4th International Conference, EMO 2007}, editor = {Shigeru Obayashi and Kalyanmoy Deb and Carlo Poloni and Tomoyuki Hiroyasu and Tadahiko Murata}, pages = {575--589}, publisher = {Springer. Lecture Notes in Computer Science Vol. 4403}, address = {Matshushima, Japan}, month = {March}, year = {2007} } @incollection{Greiner09, author = {David Greiner and Blas Galv\'{a}n and Juan J. Azn\'{a}rez and Orlando Maeso and Gabriel Winter}, title = {{Robust Design of Noise Attenuation Barriers with Evolutionary Multiobjective Algorithms and the Boundary Element Method}}, booktitle = {Evolutionary Multi-Criterion Optimization. 5th International Conference, EMO 2009}, publisher = {Springer. Lecture Notes in Computer Science Vol. 5467}, year = {2009}, editor = {Matthias Ehrgott and Carlos M. Fonseca and Xavier Gandibleux and Jin-Kao Hao and Marc Sevaux}, pages = {261--274}, address = {Nantes, France}, month = {April} } @inproceedings{Greiner09a, author = {Gero Greiner}, title = {{Single- and Multi-Objective Evolutionary Algorithms for Graph Bisectioning}}, booktitle = {FOGA '09: Proceedings of the tenth ACM SIGEVO workshop on Foundations of genetic algorithms}, address = {Orlando, Florida, USA}, publisher = {ACM}, pages = {29--38}, month = {January}, year = {2009} } @article{Greiner10, author = {David Greiner and Juan J. Aznarez and Orlando Maeso and Gabriel Winter}, title = {{Single- and multi-objective shape design of Y-noise barriers using evolutionary computation and boundary elements}}, journal = {Advances in Engineering Software}, volume = {41}, number = {2}, pages = {368--378}, month = {February}, year = {2010} } @inproceedings{Greiner11, author = {David Greiner and Blas Galv\'{a}n and Jos\'{e} M. Emperador and M\'{a}ximo M\'{e}ndez and Gabriel Winter}, title = {{Introducing Reference Point Using g-Dominance in Optimum Design Considering Uncertainties: An Application in Structural Engineering}}, booktitle = {Evolutionary Multi-Criterion Optimization, 6th International Conference, EMO 2011}, editor = {Ricardo H.C. Takahashi and Kalyanmoy Deb and Elizabeth F. Wanner and Salvatore Grecco}, pages = {389--403}, publisher = {Springer. Lecture Notes in Computer Science Vol. 6576}, address = {Ouro Preto, Brazil}, month = {April}, year = {2011} } @inproceedings{Griffin00, author = {L.A. Griffin and A.J. Chipperfield and P.J. Fleming and C. Davies and N. Grum}, title = {Active magnetic bearing control system testing and validation using a multiobjective algorithm}, booktitle = {26th Annual Conference of the IEEE Industrial Electronics Society}, volume = {3}, pages = {1675--1679}, publisher = {IEEE}, year = {2000} } @inproceedings{Grignon96, author = {Pierre Grignon and J. Wodziack and G. M. Fadel}, booktitle = {NASA/AIAA/ISSMO Multidisciplinary Design and Optimization Conference}, key = {Grignon et al., 1996}, title = {Bi-{O}bjective optimization of components packing using a genetic algorithm}, publisher = {AIAA-96-4022-CP}, pages = {352--362}, address = {Seattle, Washington}, month = {September}, year = {1996} } @inproceedings{Grignon97, author = {Pierre Grignon and G. M. Fadel}, booktitle = {38Th AIAA/ASME/ASCE/AHS/ASC SDM conference}, key = {Grignon \& Fadel, 1997}, title = {Quality {C}riteria for {M}ulti-objective optimization solutions obtained with a {G}enetic {A}lgorithm}, publisher = {AIAA-97-1658}, address = {Orlando, Florida}, month = {April}, year = {1997} } @inproceedings{Grignon97a, author = {Pierre Grignon and G. M. Fadel}, booktitle = {EURO-INFORMS conference}, key = {Grignon \& Fadel, 1997a}, title = {Bi-objective {O}ptimization by {I}terative {G}enetic {A}lgorithms}, address = {Barcelona, Spain}, month = {July}, year = {1997} } @phdthesis{Grignon99, author = {Pierre M. Grignon}, address = {Clemson, SC}, month = {May}, year = {1999}, title = {Configuration Design}, school = {Mechanical Engineering Department, Clemson University} } @inproceedings{Grignon99a, author = {Pierre Grignon and Georges M. Fadel}, title = {Multiobjective optimization by iterative genetic algorithm}, booktitle = {Proceedings of DETC'99 -- ASME Design Engineering Technical Conferences}, editor = {}, month = {September}, address = {Las Vegas, Nevada}, year = {1999}, } @inproceedings{Grignon99b, author = {Pierre Grignon and Georges M. Fadel}, title = {Configuration design optimization method}, booktitle = {Proceedings of DETC'99 -- ASME Design Engineering Technical Conferences}, editor = {}, month = {September}, address = {Las Vegas, Nevada}, year = {1999}, } @article{Grignon04, author = {P.M. Grignon and G.M. Fadel}, title = {A {GA} based configuration design optimization method}, journal = {Journal of Mechanical Design}, volume = {126}, number = {1}, pages = {6--15}, month = {January}, year = {2004} } @inproceedings{Grimme06, author = {Christian Grimme and Karlheinz Schmitt}, title = {Inside a {P}redator-{P}rey {M}odel for {M}ulti-{O}bjective {O}ptimization: {A} {S}econd {S}tudy}, booktitle = {2006 Genetic and Evolutionary Computation Conference (GECCO'2006)}, editor = {Maarten Keijzer et al.}, pages = {707--714}, volume = {1}, publisher = {ACM Press. ISBN 1-59593-186-4}, address = {Seattle, Washington, USA}, month = {July}, year = {2006} } @inproceedings{Grimme07, author = {Christian Grimme and Joachim Lepping}, title = {Designing {M}ulti-objective {V}ariation {O}perators {U}sing a {P}redator-{P}rey {A}pproach}, booktitle = {Evolutionary Multi-Criterion Optimization, 4th International Conference, EMO 2007}, editor = {Shigeru Obayashi and Kalyanmoy Deb and Carlo Poloni and Tomoyuki Hiroyasu and Tadahiko Murata}, pages = {21--35}, publisher = {Springer. Lecture Notes in Computer Science Vol. 4403}, address = {Matshushima, Japan}, month = {March}, year = {2007} } @inproceedings{Grimme07a, author = {Christian Grimme and Joachim Lepping and Alexander Papaspyrou}, title = {Exploring the {B}ehavior of {B}uilding {B}locks for {M}ulti-{O}bjective {V}ariation {O}perator {D}esign using {P}redator-{P}rey {D}ynamics}, booktitle = {2007 Genetic and Evolutionary Computation Conference (GECCO'2007)}, editor = {Dirk Thierens}, pages = {805--812}, volume = {1}, publisher = {ACM Press}, address = {London, UK}, month = {July}, year = {2007} } @incollection{Grimme08, author = {Christian Grimme and Joachim Lepping and Alexander Papaspyrou}, title = {{The Parallel Predator-Prey Model: A Step towards Practical Application}}, booktitle = {Parallel Problem Solving from Nature--PPSN X}, editor = {G\"{u}nter Rudolph and Thomas Jansen and Simon Lucas and Carlo Poloni and Nicola Beume}, pages = {681--690}, address = {Dortmund, Germany}, publisher = {Springer. Lecture Notes in Computer Science Vol. 5199}, month = {September}, year = {2008} } @inproceedings{Grimme08a, author = {Christian Grimme and Joachim Lepping and Alexander}, title = {{Discovering Performance Bounds for Grid Scheduling by Using Evolutionary Multiobjective Optimization}}, booktitle = {2008 Genetic and Evolutionary Computation Conference (GECCO'2008)}, pages = {1491--1498}, publisher = {ACM Press}, address = {Atlanta, USA}, month = {July}, year = {2008}, note = {ISBN 978-1-60558-131-6} } @incollection{Grimme09, author = {Christian Grimme and Joachim Lepping and Alexander Papaspyrou}, title = {{Adapting to the Habitat: On the Integration of Local Search into the Predator-Prey Model}}, booktitle = {Evolutionary Multi-Criterion Optimization. 5th International Conference, EMO 2009}, publisher = {Springer. Lecture Notes in Computer Science Vol. 5467}, year = {2009}, editor = {Matthias Ehrgott and Carlos M. Fonseca and Xavier Gandibleux and Jin-Kao Hao and Marc Sevaux}, pages = {510--524}, address = {Nantes, France}, month = {April} } @inproceedings{Grobler08, author = {Jacomine Grobler and Andries P. Engelbrecht and V. S. S. Yadavalli}, title = {{Multi-Objective DE and PSO Strategies for Production Scheduling}}, booktitle = {2008 Congress on Evolutionary Computation (CEC'2008)}, pages = {1154--1161}, publisher = {IEEE Service Center}, address = {Hong Kong}, month = {June}, year = {2008} } @mastersthesis{Grobler08a, author = {Jacomine Grobler}, title = {Particle swarm optimization and differential evolution for multi-objective multiple machine scheduling}, school = {Faculty of Engineering, Built Environment and Information Technology, University of Pretoria}, address = {South Africa}, month = {September}, year = {2008} } @inproceedings{Grobler09, author = {Jacomine Grobler and Andries P. Engelbrecht}, title = {{Hybridizing PSO and DE for improved vector evaluated multi-objective optimization}}, booktitle = {2009 IEEE Congress on Evolutionary Computation (CEC'2009)}, publisher = {IEEE Press}, pages = {1255--1262}, address = {Trondheim, Norway}, month = {May}, year = {2009} } @article{Gronwald08, author = {Wolfram Gronwald and Tim Hohm and Daniel Hoffmann}, title = {{Evolutionary Pareto-optimization of stably folding peptides}}, journal = {BMC Bioinformatics}, volume = {9}, number = {109}, year = {2008} } @inproceedings{Groot06, author = {J.C.J. Groot and W.A.H. Rossing and A. Jellema and M.K. {Van Ittersum}}, title = {Landscape design and agricultural land-use allocation using {P}areto-based multi-objective {D}ifferential {E}volution}, booktitle = {International Environmental Modelling \& Software Summit}, address = {Burlington, Vermont, USA}, month = {July}, year = {2006} } @article{Groot07, author = {J.C.J. Groot and W.A.H. Rossing and A. Jellema and D.J. Stobbelaar and H. Renting and M.K. {Van Ittersum}}, title = {Exploring multi-scale trade-offs between nature conservation, agricultural profits and landscape quality--a methodology to support discussions on land-use perspectives}, journal = {Agriculture Ecosystems \& Environment}, volume = {120}, pages = {58--69}, year = {2007} } @incollection{Groppetti97, author = {R. Groppetti and R. Muscia}, title = {On a {G}enetic {M}ultiobjective {A}pproach for the {I}ntegration and {O}ptimization of {A}ssembly {P}roduct {D}esign and {P}rocess {P}lanning}, booktitle = {Integrated Design and Manufacturing in Mechanical Engineering}, publisher = {Kluwer Academic Publishers}, year = {1997}, editor = {P. Chedmail and J. C. Bocquet and D. Dornfeld}, pages = {61--70}, address = {The Netherlands} } @inproceedings{Grosan03, author = {Crina Grosan}, title = {A new evolutionary technique for detecting {P}areto continuous regions}, booktitle = {2003 Genetic and Evolutionary Computation Conference. 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Studies in Computational Intelligence, Volume 16}, address = {Berlin}, year = {2006} } @inproceedings{Handl06d, author = {Julia Handl and Joshua Knowles}, title = {Semi-supervised feature selection via multiobjective optimization}, booktitle = {2006 International Joint Conference on Neural Networks (IJCNN'2006)}, pages = {6351--6358}, publisher = {IEEE}, address = {Vancouver, BC, Canada}, month = {July}, year = {2006} } @article{Handl07, author = {Julia Handl and Joshua Knowles}, title = {An {E}volutionary {A}pproach to {M}ultiobjective {C}lustering}, journal = {IEEE Transactions on Evolutionary Computation}, volume = {11}, number = {1}, pages = {56--76}, month = {February}, year = {2007} } @article{Handl07a, author = {Julia Handl and Douglas B. 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Hennessy and A.M. Kelley}, title = {Using real-valued multi-objective genetic algorithms to model molecular absorption spectra and {R}aman excitation profiles in solution}, journal = {Physical Chemistry Chemical Physics}, volume = {6}, number = {6}, pages = {1085--1095}, month = {March}, year = {2004} } @ARTICLE{Hentsch11, author = {Karsten Hentsch and Peter K\"{o}chel}, title = {{Job scheduling with forbidden setups and two objectives using genetic algorithms and penalties}}, journal = {Central European Journal of Operations Reserach}, volume = {19}, number = {3}, pages = {285--298}, month = {September}, year = {2011} } @article{Hemker08, author = {Thomas Hemker and Kathleen R. Fowler and Matthew W. Farthing and Oskar von Stryk}, title = {{A mixed-integer simulation-based optimization approach with surrogate functions in water resources management}}, journal = {Optimization and Engineering}, volume = {9}, number = {4}, pages = {341--360}, month = {December}, year = {2008} } @article{Heo06, author = {J. S. Heo and K. Y. Lee and R. Garduno-Ramirez}, title = {{Multiobjective control of power plants using particle swarm optimization techniques}}, journal = {IEEE Transactions on Energy Conversion}, volume = {21}, number = {2}, pages = {552--561}, month = {June}, year = {2006} } @inproceedings{Herbawi11, author = {Wesam Herbawi and Michael Weber}, title = {{Evolutionary Multiobjective Route Planning in Dynamic Multi-hop Ridesharing}}, booktitle = {Evolutionary Computation in Combinatorial Optimization, 11th European Conference, EvoCOP 2011}, editor = {Peter Merz and Jin-Kao Hao}, pages = {84--95}, publisher = {Springer. Lecture Notes in Computer Science Vol. 6622}, address = {Torino, Italy}, month = {April 27-29}, year = {2011} } @article{Heredia02, author = {A. Heredia-Langner and D.C. Montgomery and W.M. Carlyle}, title = {Solving a multistage partial inspection problem using genetic algorithms}, journal = {International Journal of Production Research}, volume = {40}, number = {8}, pages = {1923--1940}, year = {2002} } @ARTICLE{Heris11, author = {S. Mostapha Kalami Heris and Hamid Khaloozadeh}, title = {{Open- and Closed-Loop Multiobjective Optimal Strategies for HIV Therapy Using NSGA-II}}, journal = {IEEE Transactions on Biomedical Engineering}, volume = {58}, number = {6}, pages = {1678--1685}, month = {June}, year = {2011} } @inproceedings{Hermosilla04, AUTHOR = {Augusto Hermosilla and Benjam\'{\i}n Bar\'{a}n}, TITLE = {Comparaci\'{o}n de un sistema de colonias de hormigas y una estrategia evolutiva para un {P}roblema {M}ultiobjetivo de {R}uteo de {V}eh\'{\i}culos con {V}entanas de {T}iempo}, BOOKTITLE = {30ma Conferencia Latinoamericana de Inform\'{a}tica (CLEI2004)}, YEAR = {2004}, editor = {Mauricio Solar and David Fern\'{a}ndez-Baca and Ernesto Cuadros-Vargas}, pages = {379--388}, month = {September}, organization = {Sociedad Peruana de Computaci\'{o}n}, note = {ISBN 9972-9876-2-0 (In Spanish)}, } @inproceedings{Hernandez03, author = {Arturo {Hern\'{a}ndez Aguirre} and Salvador {Botello Rionda} and Giovanni {Liz\'{a}rraga Liz\'{a}rraga} and Carlos A. {Coello Coello}}, title = {{IS-PAES}: {A} {C}onstraint-{H}andling {T}echnique {B}ased on {M}ultiobjective {O}ptimization {C}oncepts}, booktitle = {Evolutionary Multi-Criterion Optimization. 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Hu and E. {Di Paolo}}, title = {An {E}fficient {G}enetic {A}lgorithm with {U}niform {C}rossover for the {M}ulti-{O}bjective {A}irport {G}ate {A}ssignment {P}roblem}, booktitle = {2007 IEEE Congress on Evolutionary Computation (CEC'2007)}, pages = {55--62}, publisher = {IEEE Press}, address = {Singapore}, month = {September}, year = {2007} } @article{Hu08, author = {Zhi-Hua Hu and Yong-Sheng Ding and Wen-Bin Zhang and Qiao Yan}, title = {{An interactive co-evolutionary CAD system for garment pattern design}}, journal = {Computer-Aided Design}, volume = {40}, number = {12}, pages = {1094--1104}, month = {December}, year = {2008} } @article{Hu09, author = {Zhihua Hu and Yongsheng Ding and Qing Shao}, title = {{Immune co-evolutionary algorithm based partition balancing optimization for tobacco distribution system}}, journal = {Expert Systems With Applications}, volume = {36}, number = {3}, pages = {5248--5255}, month = {April}, year = {2009} } @incollection{Hu09a, author = {Xiao-Bing Hu and Ezequiel Di Paolo}, title = {{An Efficient Genetic Algorithm with Uniform Crossover for the Multi-Objective Airport Gate Assignment Problem}}, booktitle = {Multi-Objective Memetic Algorithms}, editor = {Chi-Keong Goh and Yew-Soon Ong and Kay Chen Tan}, pages = {71--89}, chapter = {4}, publisher = {Springer, Studies in Computational Intelligence, Vol. 171}, address = {Berlin, Germany}, year = {2009}, note = {ISBN 978-3-540-88050-9} } @inproceedings{Hu09b, author = {Qingsong Hu and Lihong Xu and Erik D. Goodman}, title = {{Dynamic multi-objective control of IPMCs propelled robot fish based on NSGA-II}}, booktitle = {2009 Genetic and Evolutionary Computation Conference (GECCO'2009)}, address = {Montreal, Canada}, publisher = {ACM Press}, pages = {1927--1928}, month = {July 8--12}, year = {2009}, note = {ISBN 978-1-60558-325-9} } @inproceedings{Hu09c, author = {Haigen Hu and Lihong Xu and Qingsong Hu}, title = {{Model-based Compromise Control of Greenhouse Climate using Pareto Optimization}}, booktitle = {2009 ACM SIGEVO Summit on Genetic and Evolutionary Computation (GEC'2009)}, publisher = {ACM Press}, pages = {217--222}, address = {Shanghai, China}, month = {June 12-14}, year = {2009}, note = {ISBN 978-1-60558-326-6} } @inproceedings{Hu09d, author = {Qingsong Hu and Lihong Xu and Erik Goodman}, title = {{Non-even Spread NSGA-II and Its Application to Conflicting Multi-Objective Compatible Control}}, booktitle = {2009 ACM SIGEVO Summit on Genetic and Evolutionary Computation (GEC'2009)}, publisher = {ACM Press}, pages = {223--230}, address = {Shanghai, China}, month = {June 12-14}, year = {2009}, note = {ISBN 978-1-60558-326-6} } @article{Hu09e, author = {Dandan Hu and Chao Yang and Jun Yang}, title = {{Budget constrained flow interception location model for congested systems}}, journal = {Journal of Systems Engineering and Electronics}, volume = {20}, number = {6}, pages = {1255--1262}, month = {December}, year = {2009} } @article{Hu09f, author = {Zhi-Hua Hu and Yong-Sheng Ding and Xiao-Kun Yu and Wen-Bin Zhang and Qiao Yan}, title = {{A Hybrid Neural Network and Immune Algorithm Approach for Fit Garment Design}}, journal = {Textile Research Journal}, volume = {79}, number = {14}, pages = {1319--1330}, month = {September}, year = {2009} } @article{Hu10, author = {Zhi-Hua Hu}, title = {{A multiobjective immune algorithm based on a multiple-affinity model}}, journal = {European Journal of Operational Research}, volume = {202}, number = {1}, pages = {60--72}, month = {April 1}, year = {2010} } @INPROCEEDINGS{Hu10a, author = {Haigen Hu and Lihong Xu and Ruihua Wei and Bingkun Zhu}, title = {{Multi-objective tuning of nonlinear PID controllers for greenhouse environment using Evolutionary Algorithms}}, booktitle = {2010 IEEE Congress on Evolutionary Computation (CEC'2010)}, year = {2010}, pages = {3397--3402}, address = {Barcelona, Spain}, month = {July 18--23}, publisher = {IEEE Press} } @article{Hu11, author = {Haigen Hu and Lihong Xu and Bingkun Zhu and Rhihua Wei}, title = {{A Compatible Control Algorithm for Greenhouse Environment Control Based on MOCC Strategy}}, journal = {Sensors}, volume = {11}, number = {3}, pages = {3281--3302}, month = {March}, year = {2011} } @article{Hu11a, author = {Haigen Hu and Lihong Xu and Ruihua Wei and Bingkun Zhu}, title = {Multi-Objective Control Optimization for Greenhouse Environment Using Evolutionary Algorithms}, journal = {Sensors}, volume = {11}, number = {6}, pages = {5792--5807}, month = {June}, year = {2011} } @ARTICLE{Hu11b, author = {Guang-hao Hu and Zhi-zhong Mao and Da-kuo He}, title = {{Multi-objective optimization for leaching process using improved two-stage guide PSO algorithm}}, journal = {Journal of Central South University of Technology}, volume = {18}, number = {4}, pages = {1200--1210}, month = {August}, year = {2011} } @ARTICLE{Hu12, author = {Mengqi Hu and Jeffery D. 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Tsourdos and B.A. White}, title = {Multiobjective design of a fuzzy controller for a nonlinear missile autopilot}, booktitle = {IEEE International Symposium on Computer Aided Control System Design}, pages = {15--20}, publisher = {IEEE}, address = {Glasgow, Scotland}, month = {September}, year = {2002} } @inproceedings{Hughes03, author = {Evan J. Hughes}, title = {Multi-objective {B}inary {S}earch {O}ptimisation}, booktitle = {Evolutionary Multi-Criterion Optimization. Second International Conference, EMO 2003}, editor = {Carlos M. Fonseca and Peter J. Fleming and Eckart Zitzler and Kalyanmoy Deb and Lothar Thiele}, publisher = {Springer. Lecture Notes in Computer Science. Volume 2632}, pages = {102--117}, address = {Faro, Portugal}, month = {April}, year = {2003} } @inproceedings{Hughes03a, author = {Evan J. Hughes and Antonios Tsourdos and Brian A. 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Berlanga}, title = {Hierarchical {G}enetic {A}lgorithms for {C}omposite {L}aminate {P}anels {S}tress {O}ptimisation}, booktitle = {IEEE International Conference on Systems, Man, and Cybernetics}, volume = {4}, pages = {447--451}, year = {1999} } @inproceedings{Isaacs07, author = {A. Isaacs and T. Ray and W. Smith}, title = {A {H}ybrid {E}volutionary {A}lgorithm {W}ith {S}implex {L}ocal {S}earch}, booktitle = {2007 IEEE Congress on Evolutionary Computation (CEC'2007)}, pages = {1701--1708}, publisher = {IEEE Press}, address = {Singapore}, month = {September}, year = {2007} } @inproceedings{Isaacs07a, author = {Amitay Isaacs and Tapabrata Ray and Warren Smith}, title = {{An Evolutionary Algorithm with Spatially Distributed Surrogates for Multiobjective Optimization}}, booktitle = {Progress in Artificial Life, Third Australian Conference, ACAL 2007}, editor = {Marcus Randall and Hussein A. Abbass and Janet Wiles}, pages = {257--268}, publisher = {Springer. 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Tursken}, address = {Vancouver, Canada}, booktitle = {Proceedings of the 1995 IEEE International Conference on Systems, Man and Cybernetics}, key = {Ishibuchi et al., 1995}, pages = {1410--1415}, publisher = {IEEE}, month = {October}, title = {Selecting {L}inguistic {C}lassification {R}ules by {T}wo-{O}bjective {G}enetic {A}lgorithms}, year = {1995} } @inproceedings{Ishibuchi96, author = {Hisao Ishibuchi and Tadahiko Murata}, address = {Nagoya, Japan}, booktitle = {Proceedings of the 1996 International Conference on Evolutionary Computation}, editor = {Toshio Fukuda and Takeshi Furuhashi}, key = {Ishibuchi \& Murata, 1996}, pages = {119-124}, publisher = {IEEE}, title = {Multi-{O}bjective {G}enetic {L}ocal {S}earch {A}lgorithm}, year = {1996} } @article{Ishibuchi97, author = {Hisao Ishibuchi and Tadahiko Murata and I. B. Tursken}, journal = {Fuzzy Sets and Systems}, key = {Ishibuchi et al., 1997}, pages = {135--150}, month = {July}, volume = {89}, number = {2}, title = {Single-{O}bjective and {T}wo-{O}bjective {G}enetic {A}lgorithms for {S}electing {L}inguistic {R}ules for {P}attern {C}lassification {P}roblems}, year = {1997} } @inproceedings{Ishibuchi97a, author = {Hisao Ishibuchi and Tadahiko Murata}, address = {Barcelona, Spain}, booktitle = {Proceedings of the 6th International Conference on Fuzzy Systems}, key = {Ishibuchi \& Murata, 1997a}, pages = {259--264}, month = {July}, title = {Minimizing the {F}uzzy {R}ule and {M}aximizing {I}ts {P}erformance by a {M}ulti-{O}bjective {G}enetic {A}lgorithm}, year = {1997} } @article{Ishibuchi98, author = {Hisao Ishibuchi and Tadahiko Murata}, journal = {IEEE Transactions on Systems, Man and Cybernetics---Part C: Applications and Reviews}, key = {Ishibuchi and Murata, 1998}, month = {August}, pages = {392--403}, title = {Multi-{O}bjective {G}enetic {L}ocal {S}earch {A}lgorithm and {I}ts {A}pplication to {F}lowshop {S}cheduling}, volume = {28}, number = {3}, year = {1998} } @inproceedings{Ishibuchi98a, author = {Hisao Ishibuchi and Tadahiko Murata}, address = {Piscataway, New Jersey}, booktitle = {Proceedings of the 1998 IEEE International Conference on Evolutionary Computation}, key = {Ishibuchi \& Murata, 1998a}, pages = {1100--1105}, month = {May}, publisher = {IEEE}, editor = {David B. Fogel}, title = {Multi-{O}bjective {G}enetic {L}ocal {S}earch for {M}inimizing the {N}umber of {F}uzzy {R}ules for {P}attern {C}lassification {P}roblems}, year = {1998} } @inproceedings{Ishibuchi98b, author = {Hisao Ishibuchi and Tomoharu Nakashima}, booktitle = {Simulated Evolution and Learning. Second Asia-Pacific Conference on Simulated Evolution and Learning, SEAL'98}, editor = {B. McKay and X. Yao and C. S. Newton and J.-H. Kim and T. Furuhashi}, key = {Ishibuchi \& Nakashima, 1998b}, address = {Canberra, Australia}, publisher = {Lecture Notes in Computer Science 1585, Springer-Verlag}, title = {Evolution of {R}eference {S}ets in {N}earest {N}eighbor {C}lassification}, year = {1998} } @article{Ishibuchi98c, author = {Hisao Ishibuchi and Tadahiko Murata and Mitsuo Gen}, journal = {Computers \& Industrial Engineering}, key = {Ishibuchi et al., 1998c}, month = {December}, pages = {575--578}, title = {Performance {E}valuation of {F}uzzy {R}ule-{B}ased {C}lassification {S}ystems {O}btained by {M}ulti-{O}bjective {G}enetic {A}lgorithms}, volume = {35}, number = {3--4}, year = {1998} } @inproceedings{Ishibuchi00, author = {Hisao Ishibuchi and Tomoharu Nakashima and Tetsuya Kuroda}, booktitle = {Proceedings of 9th IEEE International Conference on Fuzzy Systems}, title = {A {H}ybrid {F}uzzy {GBML} {A}lgorithm for {D}esigning {C}ompact {F}uzzy {R}ule-{B}ased {C}lassification {S}ystems}, pages = {706--711}, address = {San Antonio, Texas}, month = {May 7--10}, year = {2000} } @inproceedings{Ishibuchi00a, author = {Hisao Ishibuchi and Tomoharu Nakashima and Tetsuya Kuroda}, booktitle = {Proceedings of the 8th Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems}, title = {Minimizing the {N}umber of {F}uzzy {R}ules by {F}uzzy {G}enetics-{B}ased {M}achine {L}earning for {P}attern {C}lassification {P}roblems}, pages = {96--103}, address = {Madrid, Spain}, month = {July 3--7}, year = {2000} } @inproceedings{Ishibuchi00b, author = {Hisao Ishibuchi and Tomoharu Nakashima}, address = {San Francisco, California}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2000)}, editor = {Darrell Whitley and David Goldberg and Erick Cant\'{u}-Paz and Lee Spector and Ian Parmee and Hans-Georg Beyer}, key = {Ishibuchi \& Nakashima, 2000b}, pages = {195--202}, publisher = {Morgan Kaufmann}, title = {Linguistic {R}ule {E}xtraction by {G}enetics-{B}ased {M}achine {L}earning}, year = {2000} } @inproceedings{Ishibuchi00c, author = {Hisao Ishibuchi and Tomoharu Nakashima}, address = {San Francisco, California}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2000)}, editor = {Darrell Whitley and David Goldberg and Erick Cant\'{u}-Paz and Lee Spector and Ian Parmee and Hans-Georg Beyer}, key = {Ishibuchi \& Nakashima, 2000c}, pages = {1069--1076}, publisher = {Morgan Kaufmann}, title = {Multi-{O}bjective {P}attern and {F}eature {S}election by a {G}enetic {A}lgorithm}, year = {2000} } @inproceedings{Ishibuchi01, author = {Hisao Ishibuchi and Tomoharu Nakashima}, title = {Three-{O}bjective {O}ptimization in {L}inguistic {F}unction {A}pproximation}, booktitle = {Proceedings of the Congress on Evolutionary Computation 2001 (CEC'2001)}, publisher = {IEEE Service Center}, address = {Piscataway, New Jersey}, month = {May}, volume = {1}, pages = {340--347}, year = {2001} } @article{Ishibuchi01a, author = {Hisao Ishibuchi and Tomoharu Nakashima and Tadahiko Murata}, title = {Three-objective genetics-based machine learning for linguistic rule extraction}, journal = {Information Sciences}, volume = {136}, number = {1--4}, pages = {109--133}, month = {August}, year = {2001} } @inproceedings{Ishibuchi02, author = {Hisao Ishibuchi and Takashi Yamamoto}, title = {Fuzzy {R}ule {S}election by {D}ata {M}ining {C}riteria and {G}enetic {A}lgorithms}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2002)}, editor = {W.B. Langdon and E. Cant\'{u}-Paz and K. Mathias and R. Roy and D. Davis and R. Poli and K. Balakrishnan and V. Honavar and G. Rudolph and J. Wegener and L. Bull and M.A. Potter and A.C. Schultz and J.F. Miller and E. Burke and N. Jonoska}, pages = {399--406}, publisher = {Morgan Kaufmann Publishers}, address = {San Francisco, California}, month = {July}, year = {2002} } @inproceedings{Ishibuchi02a, author = {Hisao Ishibuchi and Tadashi Yoshida and Tadahiko Murata}, title = {Balance between {G}enetic {S}earch and {L}ocal {S}earch in {H}ybrid {E}volutionary {M}ulti-{C}riterion {O}ptimization {A}lgorithms}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2002)}, editor = {W.B. Langdon and E. Cant\'{u}-Paz and K. Mathias and R. Roy and D. Davis and R. Poli and K. Balakrishnan and V. Honavar and G. Rudolph and J. Wegener and L. Bull and M.A. Potter and A.C. Schultz and J.F. Miller and E. Burke and N. Jonoska}, pages = {1301--1308}, publisher = {Morgan Kaufmann Publishers}, address = {San Francisco, California}, month = {July}, year = {2002} } @inproceedings{Ishibuchi02b, author = {Hisao Ishibuchi and Tadashi Yoshida and Tadahiko Murata}, title = {Selection of {I}nitial {S}olutions for {L}ocal {S}earch in {M}ultiobjective {G}enetic {L}ocal {S}earch}, booktitle = {Congress on Evolutionary Computation (CEC'2002)}, volume = {1}, address = {Piscataway, New Jersey}, pages = {950--955}, publisher = {IEEE Service Center}, month = {May}, year = {2002} } @incollection{Ishibuchi02c, title = {Hybid {E}volutionary {M}ulti-{O}bjective {O}ptimization {A}lgorithms}, author = {Hisao Ishibuchi and Tadashi Yoshida}, booktitle = {Soft Computing Systems: Design, Management and Applications (Frontiers in Artificial Intelligence and Applications, Volume 87)}, editor = {A. Abraham and J. Ruiz-del-Solar and M. K\"{o}ppen}, publisher = {IOS Press, ISBN 1-58603-297-6}, pages = {163--172}, year = {2002} } @inproceedings{Ishibuchi02d, author = {Hisao Ishibuchi and Tadashi Yoshida}, title = {Implementation of {L}ocal {S}earch in {H}ybrid {M}ulti-{O}bjective {G}enetic {A}lgorithms: {A} {C}ase {S}tudy on {F}lowshop {S}cheduling}, booktitle = {Proceedings of the 4th Asia-Pacific Conference on Simulated Evolution and Learning (SEAL'02)}, editor = {Lipo Wang and Kay Chen Tan and Takeshi Furuhashi and Jong-Hwan Kim and Xin Yao}, volume = {1}, pages = {193--197}, publisher = {Nanyang Technical University}, address = {Orchid Country Club, Singapore}, month = {November}, year = {2002} } @article{Ishibuchi03, author = {Hisao Ishibuchi and Tadashi Yoshida and Tadahiko Murata}, title = {Balance {B}etween {G}enetic {S}earch and {L}ocal {S}earch in {M}emetic {A}lgorithms for {M}ultiobjective {P}ermutation {F}lowshop {S}cheduling}, journal = {IEEE Transactions on Evolutionary Computation}, volume = {7}, number = {2}, pages = {204--223}, month = {April}, year = {2003} } @inproceedings{Ishibuchi03a, author = {Hisao Ishibuchi and Youhei Shibata}, title = {An {E}mpirical {S}tudy on the {E}ffect of {M}ating {R}estriction on the {S}earch {A}bility of {EMO} {A}lgorithms}, booktitle = {Evolutionary Multi-Criterion Optimization. Second International Conference, EMO 2003}, editor = {Carlos M. Fonseca and Peter J. Fleming and Eckart Zitzler and Kalyanmoy Deb and Lothar Thiele}, publisher = {Springer. Lecture Notes in Computer Science. Volume 2632}, pages = {433--477}, address = {Faro, Portugal}, month = {April}, year = {2003} } @inproceedings{Ishibuchi03b, author = {Hisao Ishibuchi and Takashi Yamamoto}, title = {Effects of {T}hree-{O}bjective {G}enetic {R}ule {S}election on the {G}eneralization {A}bility of {F}uzzy {R}ule-{B}ased {S}ystems}, booktitle = {Evolutionary Multi-Criterion Optimization. Second International Conference, EMO 2003}, editor = {Carlos M. Fonseca and Peter J. Fleming and Eckart Zitzler and Kalyanmoy Deb and Lothar Thiele}, publisher = {Springer. Lecture Notes in Computer Science. Volume 2632}, pages = {608--622}, address = {Faro, Portugal}, month = {April}, year = {2003} } @inproceedings{Ishibuchi03c, author = {Hisao Ishibuchi and Youhei Shibata}, title = {A {S}imilarity-{B}ased {M}ating {S}cheme for {E}volutionary {M}ultiobjective {O}ptimization}, booktitle = {Genetic and Evolutionary Computation---GECCO 2003. Proceedings, Part I}, editor = {Erick Cant\'{u}-Paz et al.}, publisher = {Springer. Lecture Notes in Computer Science Vol. 2723}, pages = {1065--1076}, month = {July}, year = {2003} } @inproceedings{Ishibuchi03d, author = {Hisao Ishibuchi and Takashi Yamamoto}, title = {Evolutionary {M}ultiobjective {O}ptimization for {G}enerating an {E}nsemble of {F}uzzy {R}ule-{B}ased {C}lassifiers}, booktitle = {Genetic and Evolutionary Computation---GECCO 2003. Proceedings, Part I}, editor = {Erick Cant\'{u}-Paz et al.}, publisher = {Springer. Lecture Notes in Computer Science Vol. 2723}, pages = {1077--1088}, month = {July}, year = {2003} } @inproceedings{Ishibuchi03e, author = {Hisao Ishibuchi and Shiori Kaige}, title = {Comparison of {M}ultiobjective {M}emetic {A}lgorithms on 0/1 {K}napsack {P}roblems}, booktitle = {2003 Genetic and Evolutionary Computation Conference. Workshop Program}, editor = {Alwyn Barry}, pages = {222--227}, publisher = {AAAI}, address = {Chicago, Illinois, USA}, month = {July}, year = {2003} } @inproceedings{Ishibuchi03f, author = {Hisao Ishibuchi and Shiori Kaige}, title = {Effects of {R}epair {P}rocedures on the {P}erformance of {EMO} {A}lgorithms for {M}ultiobjective 0/1 {K}napsack {P}roblems}, booktitle = {Proceedings of the 2003 Congress on Evolutionary Computation (CEC'2003)}, pages = {2254--2261}, volume = {4}, publisher = {IEEE Press}, month = {December}, address = {Canberra, Australia}, year = {2003} } @inproceedings{Ishibuchi04, author = {Hisao Ishibuchi and Kaname Narukawa}, title = {Some {I}ssues on the {I}mplementation of {L}ocal {S}earch in {E}volutionary {M}ultiobjective {O}ptimization}, booktitle = {Genetic and Evolutionary Computation--GECCO 2004. Proceedings of the Genetic and Evolutionary Computation Conference. Part I}, editor = {Kalyanmoy Deb et al.}, pages = {1246--1258}, publisher = {Springer-Verlag, Lecture Notes in Computer Science Vol. 3102}, address = {Seattle, Washington, USA}, month = {June}, year = {2004} } @inproceedings{Ishibuchi04a, author = {Hisao Ishibuchi and Youhei Shibata}, title = {Mating {S}cheme for {C}ontrolling the {D}iversity-{C}onvergence {B}alance for {M}ultiobjective {O}ptimization}, booktitle = {Genetic and Evolutionary Computation--GECCO 2004. Proceedings of the Genetic and Evolutionary Computation Conference. Part I}, editor = {Kalyanmoy Deb et al.}, pages = {1259--1271}, publisher = {Springer-Verlag, Lecture Notes in Computer Science Vol. 3102}, address = {Seattle, Washington, USA}, month = {June}, year = {2004} } @article{Ishibuchi04b, author = {Hisao Ishibuchi and Takashi Yamamoto}, title = {Fuzzy {R}ule {S}election by {M}ulti-{O}bjective {G}enetic {L}ocal {S}earch {A}lgorithms and {R}ule {E}valuation {M}easures in {D}ata {M}ining}, journal = {Fuzzy Sets and Systems}, volume = {141}, number = {1}, pages = {59--88}, month = {January}, year = {2004} } @article{Ishibuchi04c, author = {H. Ishibuchi and S. Kaige}, title = {Implementation of {S}imple {M}ultiobjective {M}emetic {A}lgorithms and Its {A}pplication to {K}napsack {P}roblems}, journal = {International Journal of Hybrid Intelligent Systems}, volume = {1}, pages = {22--35}, year = {2004} } @inproceedings{Ishibuchi04d, author = {Hisao Ishibuchi and Kaname Narukawa}, title = {Performance Evaluation of Simple Multiobjective Genetic Local Search Algorithms on Multiobjective 0/1 Knapsack Problems}, booktitle = {2004 Congress on Evolutionary Computation (CEC'2004)}, publisher = {IEEE Service Center}, volume = {1}, pages = {441--448}, address = {Portland, Oregon, USA}, month = {June}, year = {2004} } @inproceedings{Ishibuchi04e, author = {Hisao Ishibuchi and Satoshi Namba}, title = {Evolutionary {M}ultiobjective {K}nowledge {E}xtraction for {H}igh-{D}imensional {P}attern {C}lassification {P}roblems}, booktitle = {Parallel Problem Solving from Nature - PPSN VIII}, pages = {1123--1132}, editor = {Xin Yao et al.}, publisher = {Springer-Verlag. Lecture Notes in Computer Science Vol. 3242}, month = {September}, address = {Birmingham, UK}, year = {2004} } @incollection{Ishibuchi04f, author = {Hisao Ishibuchi and Youhei Shibata}, title = {Single-{O}bjective and {M}ulti-{O}bjective {E}volutionary {F}lowshop {S}cheduling}, booktitle = {Applications of Multi-Objective Evolutionary Algorithms}, editor = {Carlos A. {Coello Coello} and Gary B. Lamont}, pages = {529--554}, publisher = {World Scientific}, address = {Singapore}, year = {2004} } @inproceedings{Ishibuchi05, author = {Hisao Ishibuchi and Kaname Narukawa}, title = {Recombination of {S}imilar {P}arents in {EMO} {A}lgorithms}, booktitle = {Evolutionary Multi-Criterion Optimization. Third International Conference, EMO 2005}, editor = {Carlos A. {Coello Coello} and Arturo {Hern\'{a}ndez Aguirre} and Eckart Zitzler}, publisher = {Springer. Lecture Notes in Computer Science Vol. 3410}, pages = {265--279}, address = {Guanajuato, M\'{e}xico}, month = {March}, year = {2005} } @inproceedings{Ishibuchi05a, author = {Hisao Ishibuchi and Shiori Kaige and Kaname Narukawa}, title = {Comparison {B}etween {L}amarckian and {B}aldwinian {R}epair on {M}ultiobjective 0/1 {K}napsack {P}roblems}, booktitle = {Evolutionary Multi-Criterion Optimization. Third International Conference, EMO 2005}, editor = {Carlos A. {Coello Coello} and Arturo {Hern\'{a}ndez Aguirre} and Eckart Zitzler}, publisher = {Springer. Lecture Notes in Computer Science Vol. 3410}, pages = {370--385}, address = {Guanajuato, M\'{e}xico}, month = {March}, year = {2005} } @inproceedings{Ishibuchi05b, author = {Hisao Ishibuchi and Kaname Narukawa}, title = {Spatial {I}mplementation of {E}volutionary {M}ultiobjective {A}lgorithms with {P}artial {L}amarckian {R}epair for {M}ultiobjective {K}napsack {P}roblems}, booktitle = {Fifth International Conference on Hybrid Intelligent Systems (HIS'05)}, editor = {Nadia Nedjah and Luiza M. Mourelle and Marley M.B.R. Vellasco and Ajith Abraham and Mario K\"{o}ppen}, pages = {265--270}, publisher = {IEEE Computer Society}, address = {Los Alamitos, California, USA}, month = {November}, year = {2005} } @inproceedings{Ishibuchi05c, author = {Hisao Ishibuchi and Yusuke Nojima}, title = {Performance {E}valuation of {E}volutionary {M}ultiobjective {A}pproaches to the {D}esign of {F}uzzy {R}ule-{B}ased {E}nsemble {C}lassifiers}, booktitle = {Fifth International Conference on Hybrid Intelligent Systems (HIS'05)}, editor = {Nadia Nedjah and Luiza M. Mourelle and Marley M.B.R. Vellasco and Ajith Abraham and Mario K\"{o}ppen}, pages = {271--276}, publisher = {IEEE Computer Society}, address = {Los Alamitos, California, USA}, month = {November}, year = {2005} } @inproceedings{Ishibuchi05d, author = {Hisao Ishibuchi and Kaname Narukawa}, title = {Comparison of {E}volutionary {M}ultiobjective {O}ptimization with {R}eference {S}olution-{B}ased {S}ingle-{O}bjective {A}pproach}, booktitle = {2005 Genetic and Evolutionary Computation Conference (GECCO'2005)}, editor = {Hans-Georg Beyer et al.}, pages = {787--794}, publisher = {ACM Press}, volume = {1}, address = {New York, USA}, month = {June}, year = {2005} } @inproceedings{Ishibuchi05e, author = {Hisao Ishibuchi and Kaname Narukawa and Yusuke Nojima}, title = {An {E}mpirical {S}tudy on the {H}andling of {O}verlapping {S}olutions in {E}volutionary {M}ultiobjective {O}ptimization}, booktitle = {2005 Genetic and Evolutionary Computation Conference (GECCO'2005)}, editor = {Hans-Georg Beyer et al.}, pages = {817--824}, publisher = {ACM Press}, volume = {1}, address = {New York, USA}, month = {June}, year = {2005} } @book{Ishibuchi05f, author = {Hisao Ishibuchi and Tomoharu Nakashima and Manabu Nii}, title = {Classification and Modeling with Linguistic Information Granules}, publisher = {Springer}, address = {Berlin/Heidelberg/New York}, year = {2005}, note = {ISBN 3-540-20767-8} } @incollection{Ishibuchi06, author = {Hisao Ishibuchi and Tsutomu Doi and Yusuke Nojima}, title = {Incorporation of {S}calarizing {F}itness {F}unctions into {E}volutionary {M}ultiobjective {O}ptimization {A}lgorithms}, booktitle = {Parallel Problem Solving from Nature - PPSN IX, 9th International Conference}, editor = {Thomas Philip Runarsson and Hans-Georg Beyer and Edmund Burke and Juan J. Merelo-Guerv\'{o}s and L. Darrell Whitley and Xin Yao}, pages = {493--502}, publisher = {Springer. Lecture Notes in Computer Science Vol. 4193}, address = {Reykjavik, Iceland}, month = {September}, year = {2006} } @inproceedings{Ishibuchi06a, author = {Hisao Ishibuchi and Yusuke Nojima and Kaname Narukawa and Tsutomo Doi}, title = {Incorporation of {D}ecision {M}aker's {P}references into {E}volutionary {M}ultiobjective {O}ptimization {A}lgorithms}, booktitle = {2006 Genetic and Evolutionary Computation Conference (GECCO'2006)}, editor = {Maarten Keijzer et al.}, pages = {741--742}, publisher = {ACM Press. ISBN 1-59593-186-4}, address = {Seattle, Washington, USA}, volume = {1}, month = {July}, year = {2006} } @inproceedings{Ishibuchi06b, author = {Hisao Ishibuchi and Yusuke Nojima and Isao Kuwajima}, title = {Multiobjective {G}enetic {R}ule {S}election as a {D}ata {M}ining {P}ostprocessing {P}rocedure}, booktitle = {2006 Genetic and Evolutionary Computation Conference (GECCO'2006)}, editor = {Maarten Keijzer et al.}, pages = {1591--1592}, publisher = {ACM Press. ISBN 1-59593-186-4}, address = {Seattle, Washington, USA}, volume = {2}, month = {July}, year = {2006} } @incollection{Ishibuchi06c, author = {Hisao Ishibuchi and Yusuke Nojima}, title = {Fuzzy {E}nsemble {D}esign through {M}ulti-{O}bjective {F}uzzy {R}ule {S}election}, booktitle = {Multi-Objective Machine Learning}, editor = {Yaochu Jin}, pages = {507--530}, publisher = {Springer. Studies in Computational Intelligence, Volume 16}, address = {Berlin}, year = {2006} } @inproceedings{Ishibuchi06d, author = {Hisao Ishibuchi and Yusuke Nojima and Tsutomu Doi}, title = {Comparison between {S}ingle-{O}bjective and {M}ulti-{O}bjective {G}enetic {A}lgorithms: {P}erformance {C}omparison and {P}erformance {M}easures}, booktitle = {2006 IEEE Congress on Evolutionary Computation (CEC'2006)}, pages = {3959--3966}, publisher = {IEEE}, address = {Vancouver, BC, Canada}, month = {July}, year = {2006} } @inproceedings{Ishibuchi06e, author = {Hisao Ishibuchi and Yusuke Nojima and Isao Kuwajima}, title = {Finding simple fuzzy classification systems with high interpretability through multiobjective rule selection}, booktitle = {Knowledge-Based Intelligent Information and Engineering Systems, Pt 2, Proceedings}, pages = {86--93}, publisher = {Springer, Lecture Notes in Artificial Intelligence Vol. 4252}, year = {2006} } @article{Ishibuchi07, author = {Hisao Ishibuchi and Yusuke Nojima}, title = {Analysis of interpretability-accuracy tradeoff of fuzzy systems by multiobjective fuzzy genetics-based machine learning}, journal = {International Journal of Approximate Reasoning}, volume = {44}, number = {1}, pages = {4--31}, month = {January}, year = {2007} } @inproceedings{Ishibuchi07a, author = {Hisao Ishibuchi and Yusuke Nojima}, title = {Optimization of {S}calarizing {F}unctions {T}hrough {E}volutionary {M}ultiobjective {O}ptimization}, booktitle = {Evolutionary Multi-Criterion Optimization, 4th International Conference, EMO 2007}, editor = {Shigeru Obayashi and Kalyanmoy Deb and Carlo Poloni and Tomoyuki Hiroyasu and Tadahiko Murata}, pages = {51--65}, publisher = {Springer. Lecture Notes in Computer Science Vol. 4403}, address = {Matshushima, Japan}, month = {March}, year = {2007} } @inproceedings{Ishibuchi07b, author = {Hisao Ishibuchi and Yusuke Nojima and Noritaka Tsukamoto and Ken Ohara}, title = {Effects of the {U}se of {N}on-{G}eometric {B}inary {C}rossover on {E}volutionary {M}ultiobjective {O}ptimization}, booktitle = {2007 Genetic and Evolutionary Computation Conference (GECCO'2007)}, editor = {Dirk Thierens}, pages = {829--836}, volume = {1}, publisher = {ACM Press}, address = {London, UK}, month = {July}, year = {2007} } @inproceedings{Ishibuchi07c, author = {Hisao Ishibuchi and Isao Kuwajima and Yusuke Nojima}, title = {Relation between {P}areto-{O}ptimal {F}uzzy {R}ules and {P}areto-{O}ptimal {F}uzzy {R}ule {S}ets}, booktitle = {Proceedings of the 2007 IEEE Symposium on Computational Intelligence in Multicriteria Decision Making (MCDM'2007)}, pages = {42--49}, publisher = {IEEE Press}, address = {Honolulu, Hawaii, USA}, month = {April}, year = {2007} } @inproceedings{Ishibuchi07d, author = {Hisao Ishibuchi and Yasuhiro Hitotsuyanagi and Yusuke Nojima}, title = {An {E}mpirical {S}tudy on the {S}pecification of the {L}ocal {S}earch {A}pplication {P}robability in {M}ultiobjective {M}emetic {A}lgorithms}, booktitle = {2007 IEEE Congress on Evolutionary Computation (CEC'2007)}, pages = {2788--2795}, publisher = {IEEE Press}, address = {Singapore}, month = {September}, year = {2007} } @inproceedings{Ishibuchi07e, author = {Hisao Ishibuchi and Noritaka Tsukamoto and Yusuke Nojima}, title = {{Iterative Approach to Indicator-Based Multiobjective Optimization}}, booktitle = {2007 IEEE Congress on Evolutionary Computation (CEC'2007)}, pages = {3967--3974}, publisher = {IEEE Press}, address = {Singapore}, month = {September}, year = {2007} } @incollection{Ishibuchi08, author = {Hisao Ishibuchi and Isao Kuwajima and Yusuke Nojima}, title = {Multiobjective {C}lassification {R}ule {M}ining}, booktitle = {Multi-Objective Problem Solving from Nature: From Concepts to Applications}, editor = {Joshua Knowles and David Corne and Kalyanmoy Deb}, pages = {219--240}, publisher = {Springer}, year = {2008}, address = {Berlin}, note = {ISBN 978-3-540-72963-1} } @article{Ishibuchi08a, author = {Hisao Ishibuchi and Kaname Narukawa and Noritaka Tsukamoto and Yusuke Nojima}, title = {An empirical study on similarity-based mating for evolutionary multiobjective combinatorial optimization}, journal = {European Journal of Operational Research}, volume = {188}, number = {1}, pages = {57--75}, month = {July 1}, year = {2008} } @incollection{Ishibuchi08b, author = {Hisao Ishibuchi and Isao Kuwajima and Yusuke Nojima}, title = {{Evolutionary Multi-objective Rule Selection for Classification Rule Mining}}, booktitle = {Multi-objective Evolutionary Algorithms for Knowledge Discovery from Data Bases}, editor = {Ashish Ghosh and Satchidananda Dehuri and Susmita Ghosh}, pages = {47--70}, publisher = {Springer}, address = {Berlin}, year = {2008} } @incollection{Ishibuchi08c, author = {Hisao Ishibuchi and Yasuhiro Hitotsuyanagi and Noritaka Tsukamoto and Yusuke Nojima}, title = {{Use of Heuristic Local Search for Single-Objective Optimization in Multiobjective Memetic Algorithms}}, booktitle = {Parallel Problem Solving from Nature--PPSN X}, editor = {G\"{u}nter Rudolph and Thomas Jansen and Simon Lucas and Carlo Poloni and Nicola Beume}, pages = {743--752}, address = {Dortmund, Germany}, publisher = {Springer. Lecture Notes in Computer Science Vol. 5199}, month = {September}, year = {2008} } @inproceedings{Ishibuchi08d, author = {Hisao Ishibuchi and Noritaka Tsukamoto and Yasuhiro Hitotsuyanagi and Yusuke Nojima}, title = {{Effectiveness of Scalability Improvement Attempts on the Performance of NSGA-II for Many-Objective Problems}}, booktitle = {2008 Genetic and Evolutionary Computation Conference (GECCO'2008)}, pages = {649--656}, publisher = {ACM Press}, address = {Atlanta, USA}, month = {July}, year = {2008}, note = {ISBN 978-1-60558-131-6} } @inproceedings{Ishibuchi08e, author = {Hisao Ishibuchi and Noritaka Tsukamoto and Yusuke Nojima}, title = {{Evolutionary many-objective optimization: A short review}}, booktitle = {2008 Congress on Evolutionary Computation (CEC'2008)}, pages = {2424--2431}, publisher = {IEEE Service Center}, address = {Hong Kong}, month = {June}, year = {2008} } @incollection{Ishibuchi08f, author = {Hisao Ishibuchi and Yusuke Nojima and Isao Kuwajima}, title = {{Evolutionary Multiobjective Design of Fuzzy Rule-Based Classifiers}}, booktitle = {Computational Intelligence: A Compendium}, editor = {Lakhmi C. Jain and Vasile Palade and Dipti Srinivasan}, pages = {641--685}, address = {}, publisher = {Springer. Studies in Computational Intelligence Vol. 115}, month = {}, year = {2008} } @inproceedings{Ishibuchi08g, author = {Hisao Ishibuchi and Yasuhiro Hitotsuyanagi and Yusuke Nojima}, title = {{Scalability of Multiobjective Genetic Local Search to Many-Objective Problems: Knapsack Problem Case Studies}}, booktitle = {2008 Congress on Evolutionary Computation (CEC'2008)}, pages = {3587--3594}, publisher = {IEEE Service Center}, address = {Hong Kong}, month = {June}, year = {2008} } @incollection{Ishibuchi08h, author = {Hisao Ishibuchi and Yusuke Nojima and Isao Kuwajima}, title = {{Evolutionary Multiobjective Design of Fuzzy Rule-Based Classifiers}}, booktitle = {Computational Intelligence: A Compendium}, editor = {John Fulcher and L. C. Jain}, pages = {642--685}, publisher = {Springer}, series = {Studies in Computational Intelligence (SCI)}, address = {Berlin}, year = {2008}, note = {ISBN 978-3-540-78292-6} } @article{Ishibuchi09, author = {Hisao Ishibuchi and Yasuhiro Hitotsuyanagi and Noriataka Tsukamoto and Yusuke Nojima}, title = {{Use of biased neighborhood structures in multiobjective memetic algorithms}}, journal = {Soft Computing}, volume = {13}, number = {8-9}, pages = {795--810}, month = {July}, year = {2009} } @incollection{Ishibuchi09a, author = {Hisao Ishibuchi and Yuji Sakane and Noritaka Tsukamoto and Yusuke Nojima}, title = {{Adaptation of Scalarizing Funtions in MOEA/D: An Adaptive Scalarizing Funtion-Based Multiobjective Evolutionary Algorithm}}, booktitle = {Evolutionary Multi-Criterion Optimization. 5th International Conference, EMO 2009}, publisher = {Springer. Lecture Notes in Computer Science Vol. 5467}, year = {2009}, editor = {Matthias Ehrgott and Carlos M. Fonseca and Xavier Gandibleux and Jin-Kao Hao and Marc Sevaux}, pages = {438--452}, address = {Nantes, France}, month = {April} } @inproceedings{Ishibuchi09b, author = {Hisao Ishibuchi and Noritaka Tsukamoto and Yuji Sakane and Yusuke Nojima}, title = {{Hypervolume Approximation Using Achievement Scalarizing Functions for Evolutionary Many-Objective Optimization}}, booktitle = {2009 IEEE Congress on Evolutionary Computation (CEC'2009)}, address = {Trondheim, Norway}, publisher = {IEEE Press}, pages = {530--537}, month = {May}, year = {2009} } @inproceedings{Ishibuchi09c, author = {Hisao Ishibuchi and Yuji Sakane and Noritaka Tsukamoto and Yusuke Nojima}, title = {{Single-objective and multi-objective formulations of solution selection for hypervolume maximization}}, booktitle = {2009 Genetic and Evolutionary Computation Conference (GECCO'2009)}, address = {Montreal, Canada}, publisher = {ACM Press}, pages = {1831--1832}, month = {July 8--12}, year = {2009}, note = {ISBN 978-1-60558-325-9} } @incollection{Ishibuchi09d, author = {Hisao Ishibuchi and Yasuhiro Hitotsuyanagi and Noritaka Tsukamoto and Yusuke Nojima}, title = {{Implementation of Multiobjective Memetic Algorithms for Combinatorial Optimization Problems: A Knapsack Problem Case Study}}, booktitle = {Multi-Objective Memetic Algorithms}, editor = {Chi-Keong Goh and Yew-Soon Ong and Kay Chen Tan}, pages = {27--49}, chapter = {2}, publisher = {Springer, Studies in Computational Intelligence, Vol. 171}, address = {Berlin, Germany}, year = {2009}, note = {ISBN 978-3-540-88050-9} } @inproceedings{Ishibuchi09e, author = {Hisao Ishibuchi and Yuji Sakane and Noritaka Tsukamoto and Yusuke Nojima}, title = {{Effects of Using Two Neighborhood Structures on the Performance of Cellular Evolutionary Algorithms for Many-Objective Optimization}}, booktitle = {2009 IEEE Congress on Evolutionary Computation (CEC'2009)}, publisher = {IEEE Press}, pages = {2508--2515}, address = {Trondheim, Norway}, month = {May}, year = {2009} } @inproceedings{Ishibuchi10, author = {Hisao Ishibuchi and Yuji Sakane and Noritaka Tsukamoto and Yusuke Nojima}, title = {{Simultaneous Use of Different Scalarizing Functions in MOEA/D}}, booktitle = {Proceedings of the 12th annual conference on Genetic and Evolutionary Computation (GECCO'2010)}, pages = {519--526}, publisher = {ACM Press}, address = {Portland, Oregon, USA}, month = {July 7--11}, year = {2010}, note = {ISBN 978-1-4503-0072-8} } @inproceedings{Ishibuchi10a, author = {Hisao Ishibuchi and Noritaka Tsukamoto and Yuji Sakane and Yusuke Nojima}, title = {{Indicator-Based Evolutionary Algorithm with Hypervolume Approximation by Achievement Scalarizing Functions}}, booktitle = {Proceedings of the 12th annual conference on Genetic and Evolutionary Computation (GECCO'2010)}, pages = {527--534}, publisher = {ACM Press}, address = {Portland, Oregon, USA}, month = {July 7--11}, year = {2010}, note = {ISBN 978-1-4503-0072-8} } @incollection{Ishibuchi10b, author = {Hisao Ishibuchi and Yasuhiro Hitotsuyanagi and Yoshihiko Wakamatsu and Yusuke Nojima}, title = {{How to Choose Solutions for Local Search in Multiobjective Combinatorial Memetic Algorithms}}, booktitle = {Parallel Problem Solving from Nature--PPSN XI, 11th International Conference, Proceedings, Part I}, publisher = {Springer, Lecture Notes in Computer Science Vol. 6238}, editor = {Robert Schaefer and Carlos Cotta and Joanna Ko{\l}odziej and G\"{u}nter Rudolph}, pages = {516--525}, address = {Krak\'{o}w, Poland}, month = {September}, year = {2010} } @incollection{Ishibuchi10c, author = {Hisao Ishibuchi and Yasuhiro Hitotsuyanagi and Noritaka Tsukamoto and Yusuke Nojima}, title = {{Many-Objective Test Problems to Visually Examine the Behavior of Multiobjective Evolution in a Decision Space}}, booktitle = {Parallel Problem Solving from Nature--PPSN XI, 11th International Conference, Proceedings, Part II}, publisher = {Springer, Lecture Notes in Computer Science Vol. 6239}, editor = {Robert Schaefer and Carlos Cotta and Joanna Ko{\l}odziej and G\"{u}nter Rudolph}, pages = {91--100}, address = {Krak\'{o}w, Poland}, month = {September}, year = {2010} } @ARTICLE{Ishibuchi10d, author = {Hisao Ishibuchi and Noritaka Tsukamoto and Yusuke Nojima}, title = {{Diversity Improvement by Non-Geometric Binary Crossover in Evolutionary Multiobjective Optimization}}, journal = {IEEE Transactions on Evolutionary Computation}, volume = {14}, number = {6}, pages = {985--998}, month = {December}, year = {2010} } @ARTICLE{Ishibuchi11, author = {Hisao Ishibuchi and Yutaka Kaisho and Yusuke Nojima}, title = {{Design of Linguistically Interpretable Fuzzy Rule-Based Classifiers: A Short Review and Open Questions}}, journal = {Journal of Multiple-Valued Logic and Soft Computing}, volume = {17}, number = {2--3}, pages = {101--134}, year = {2011} } @inproceedings{Ishibuchi11a, author = {Hisao Ishibuchi and Yasuhiro Hitotsuyanagi and Hiroyuki Ohyanagi and Yusuke Nojima}, title = {{Effects of 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Workshop Program}, editor = {Alwyn Barry}, pages = {174--177}, publisher = {AAAI}, address = {Chicago, Illinois, USA}, month = {July}, year = {2003} } @article{Jiang05, author = {C. Jiang and C. Wang}, title = {{Improved evolutionary programming with dynamic mutation and metropolis criteria for multi-objective reactive power optimisation}}, journal = {IEE Proceedings--Generation Transmission and Distribution}, volume = {152}, number = {2}, pages = {291--294}, month = {March}, year = {2005} } @INPROCEEDINGS{Jiang06, author = {Hao Jiang and Jin-hua Zheng and liang-jun Chen}, title = {{Multi-Objective Particle Swarm Optimization Algorithm Based on Enhanced $\varepsilon$-Dominance}}, booktitle = {IEEE International Conference on Engineering of Intelligent Systems, 2006}, pages = {399--403}, publisher = {IEEE Computer Society Press}, address = {Islamabad, Pakistan}, month = {April}, year = {2006} } @article{Jiang06a, author = {Kai Jiang and Hai-xia Chen and Shen-miao Yuan}, title = {{Multiobjective image recognition algorithm in the fully automatic die bonder}}, journal = {Frontiers of Mechanical Engineering}, volume = {1}, number = {3}, pages = {313--316}, year = {2006} } @INPROCEEDINGS{Jiang09, author = {You-hua Jiang and Dai-fa Liao}, title = {{Multi-objective Optimal Design for Hybrid Active Power Filter Based on Composite Method of Genetic Algorithm and Particle Swarm Optimization}}, booktitle = {2009 International Conference on Artificial Intelligence and Computational Intelligence}, pages = {549--553}, publisher = {IEEE Computer Society}, address = {Shanghai, China}, month = {November}, year = {2009} } @inproceedings{Jiang09a, AUTHOR = {Siwei Jiang and Zhihua Cai}, TITLE = {{Enhance the Convergence and Diversity for $\epsilon$-MOPSO by Uniform Design and Minimum Reduce Hypervolume}}, BOOKTITLE = {Proceedings of the 2009 International Conference on Artificial Intelligence and Computational Intelligence (AICI'09)}, pages = {129--133}, volume = {1}, address = {Washington, DC, USA}, publisher = {IEEE Computer Society}, month = {November}, year = {2009} } @incollection{Jiang09b, author = {Siwei Jiang and Zhihua Cai}, title = {{A Novel Hybrid Particle Swarm Optimization for Multi-Objective Problems}}, booktitle = {Artificial Intelligence and Computational Intelligence, International Conference, AICI 2009}, editor = {Hepu Deng and Lanzhou Wang and Fu Lee Wang and Jingsheng Lei}, pages = {28--37}, publisher = {Springer, Lecture Notes in Artificial Intelligence Vol. 5855}, month = {November 7-8}, year = {2009} } @ARTICLE{Jiang09c, author = {LiYong Jiang and XiangYin Li and Jie Zhang}, title = {{Design of high performance multilayer microwave absorbers using fast Pareto genetic algorithm}}, journal = {Science in China Series E-Technological Sciences}, volume = {52}, number = {9}, pages = {2749--2757}, month = {September}, year = {2009} } @article{Jiang10, author = {Zhiyu Jiang and Mintong Gu}, title = {{Optimization of a fender structure for the crashworthiness design}}, journal = {Materials \& Design}, volume = {31}, number = {3}, pages = {1085--1095}, month = {March}, year = {2010} } @incollection{Jiang10a, author = {He Jiang and Shuyan Zhang and Zhilei Ren}, title = {{Solving Multiobjective Optimization Problem by Constraint Optimization}}, booktitle = {Parallel Problem Solving from Nature--PPSN XI, 11th International Conference, Proceedings, Part I}, publisher = {Springer, Lecture Notes in Computer Science Vol. 6238}, editor = {Robert Schaefer and Carlos Cotta and Joanna Ko{\l}odziej and G\"{u}nter Rudolph}, pages = {637--646}, address = {Krak\'{o}w, Poland}, month = {September}, year = {2010} } @inproceedings{Jiang10b, author = {Siwei Jiang and Zhihua Cai}, title = {{Faster Convergence and Higher Hypervolume for Multi-objective Evolutionary Algorithms by Orthogonal and Uniform Design}}, booktitle = {Advances in Computation and Intelligence, 5th International Symposium, ISICA 2010}, editor = {Zhihua Cai and Chengyu Hu and Zhuo Kang and Yong Liu}, pages = {312--328}, publisher = {Springer. Lecture Notes in Computer Science Vol. 6382}, address = {Wuhan, China}, month = {October 22-24}, year = {2010} } @ARTICLE{Jiang11, author = {Zhaoliang Jiang and Xuanyuan Sisi and Lin Li and Zhaoqian Li}, title = {{Inventory-shortage driven optimisation for product configuration variation}}, journal = {International Journal of Production Research}, volume = {49}, number = {4}, pages = {1045--1060}, year = {2011} } @ARTICLE{Jiang11a, author = {Zhong-Zhong Jiang and W. H. Ip and H. C. W. Lau and Zhi-Ping Fan}, title = {{Multi-Objective Optimization Matching for One-Shot Multi-Attribute Exchanges With Quantity Discounts in E-Brokerage}}, journal = {Expert Systems With Applications}, volume = {38}, number = {4}, pages = {4169--4180}, month = {April}, year = {2011} } @ARTICLE{Jiang11b, author = {Zhong-Zhong Jiang and Zhi-Ping Fan and Chunqiao Tan and Yuan Yuan}, title = {{A Matching Approach For One-Shot Multi-Attribute Exchanges With Incomplete Weight Information In E-Brokerage}}, journal = {International Journal of Innovative Computing Information and Control}, volume = {7}, number = {5B}, pages = {2623--2635}, month = {May}, year = {2011} } @inproceedings{Jiang11c, author = {Siwei Jiang and Jie Zhang and Yew Soon Ong}, title = {{Asymmetric Pareto-adaptive Scheme for Multiobjective Optimization}}, booktitle = {AI 2011: Advances in Artificial Intelligence, 24th Australasian Joint Conference}, editor = {Dianhui Wang and Mark Reynolds}, pages = {351--360}, publisher = {Springer. Lecture Notes in Computer Science Vol. 7106}, address = {Perth, Australia}, month = {December 5-8}, year = {2011} } @ARTICLE{Jiang12, author = {Yanjun Jiang and Jianguo Jiang and Yankui Zhang}, title = {{A Novel Fuzzy Multiobjective Model Using Adaptive Genetic Algorithm Based on Cloud Theory for Service Restoration of Shipboard Power Systems}}, journal = {IEEE Transactions on Power Systems}, volume = {27}, number = {2}, pages = {612--620}, month = {May}, year = {2012} } @inproceedings{Jiao05, author = {Licheng Jiao and Maoguo Gong and Ronghua Shang and Haifeng Du and Bin Lu}, title = {Clonal {S}election with {I}mmune {D}ominance and {A}nergy {B}ased {M}ultiobjective {O}ptimization}, booktitle = {Evolutionary Multi-Criterion Optimization. Third International Conference, EMO 2005}, editor = {Carlos A. {Coello Coello} and Arturo {Hern\'{a}ndez Aguirre} and Eckart Zitzler}, publisher = {Springer. Lecture Notes in Computer Science Vol. 3410}, pages = {474--489}, address = {Guanajuato, M\'{e}xico}, month = {March}, year = {2005} } @incollection{Jiao08, author = {Licheng Jiao and Maoguo Gong and Winping Ma and Ranghua Shang}, title = {{Multi-Objective Optimization Using Artificial Immune Systems}}, booktitle = {Multi-Objective Optimization in Computational Intelligence: Theory and Practice}, editor = {Lam Thu Bui and Sameer Alam}, pages = {106--147}, publisher = {Information Science Reference}, address = {Hershey, PA, USA}, year = {2008}, note = {ISBN 978-1-59904-498-9} } @inproceedings{Jiao10, author = {Licheng Jiao and Wei Zhang and Ruochen Liu and Fang Liu}, title = {{A Hybrid Multiobjective Immune Algorithm with Region Preference for Decision Makers}}, booktitle = {2010 IEEE Congress on Evolutionary Computation (CEC'2010)}, pages = {300--307}, publisher = {IEEE Press}, address = {Barcelona, Spain}, month = {July 18--23}, year = {2010} } @article{Jimenez95, author = {F. Jim\'{e}nez and J. M. Cadenas}, journal = {Operations Research and Decisions}, key = {Jim\'{e}nez \& Cadenas, 1995}, pages = {5--20}, volume = {2}, title = {An evolutionary program for the multiobjective solid transportation problem with fuzzy goals}, year = {1995} } @inproceedings{Jimenez96, author = {Fernando Jim\'{e}nez and Jos\'{e} L. Verdegay}, booktitle = {Proceedings of Information Processing and Management of Uncertainty in Knowledge-Based Systems}, key = {Jim\'{e}nez \& Verdegay, 1996}, title = {Interval multiobjective solid transportation problem via genetic algorithms ({IPMU}'96)}, pages = {787--792}, address = {Granada, Spain}, year = {1996} } @inproceedings{Jimenez98, author = {Fernando Jim\'{e}nez and Jos\'{e} L. Verdegay}, address = {University of La Laguna, Tenerife, Spain}, booktitle = {Proceedings of the International ICSC Symposium on Engineering of Intelligent Systems (EIS'98)}, key = {Jim\'{e}nez \& Verdegay, 1998}, pages = {266--271}, title = {Constrained multiobjective optimization by evolutionary algorithms}, year = {1998} } @inproceedings{Jimenez99, AUTHOR = {Fernando Jim\'{e}nez and Jos\'{e} L. Verdegay and Antonio F. G\'{o}mez-Skarmeta}, ADDRESS = {Orlando, Florida}, BOOKTITLE = {Proceedings of the 1999 Genetic and Evolutionary Computation Conference. Workshop Program}, KEY = {Jim\'{e}nez et al., 1999}, PAGES = {115--116}, MONTH = {July}, TITLE = {Evolutionary {T}echniques for {C}onstrained {M}ultiobjective {O}ptimization {P}roblems}, EDITOR = {Annie S. Wu}, YEAR = {1999} } @incollection{Jimenez01, author = {Fernando Jim\protect{\'{e}}nez and Antonio F. G\'{o}mez-Skarmeta and Hans Roubos and Robert Babu\protect{\v{s}}ka}, booktitle = {First International Conference on Evolutionary Multi-Criterion Optimization}, title = {Accurate, {T}ransparent, and {C}ompact {F}uzzy {M}odels for {F}unction {A}pproximation and {D}ynamic {M}odeling through {M}ulti-objective {E}volutionary {O}ptimization}, editor = {Eckart Zitzler and Kalyanmoy Deb and Lothar Thiele and Carlos A. {Coello Coello} and David Corne}, publisher = {Springer-Verlag. Lecture Notes in Computer Science No. 1993}, pages = {653--667}, year = {2001} } @inproceedings{Jimenez02, author = {Fernando Jim\'{e}nez and Antonio F. G\'{o}mez-Skarmeta and Gracia S\'{a}nchez and Kalyanmoy Deb}, title = {An {E}volutionary {A}lgorithm for {C}onstrained {M}ulti-objective {O}ptimization}, booktitle = {Congress on Evolutionary Computation (CEC'2002)}, volume = {2}, address = {Piscataway, New Jersey}, pages = {1133--1138}, publisher = {IEEE Service Center}, month = {May}, year = {2002} } @inproceedings{Jimenez02a, author = {Fernando Jim\'{e}nez and Gracia S\'{a}nchez and Antonio G\'{o}mez-Skarmeta}, title = {A {P}areto-{E}volutionary {A}pproach for {G}oal and {P}riority {B}ased {M}ulti-objective {O}ptimization {P}roblems}, booktitle = {Proceedings of the 6th Joint Conference on Information Sciences (JCIS 2002), 4th International Workshop on Frontiers in Evolutionary Algorithms}, pages = {590--593}, year = {2002} } @inproceedings{Jimenez02b, author = {Fernando Jim\'{e}nez and Gracia S\'{a}nchez and Antonio F. G\'{o}mez-Skarmeta and H. Roubos and R. Babuska}, title = {Fuzzy Modeling with Multi-Objective Neuro-Evolutionary Algorithms}, booktitle = {Proceedings of the 2002 IEEE International Conference on Systems, Man and Cybernetics (SMC'02)}, publisher = {IEEE}, year = {2002} } @incollection{Jimenez05, author = {F. Jim\'{e}nez and G. S\'{a}nchez and J. M. Cadenas and A. F. G\'{o}mez-Skarmeta and J. L. Verdegay}, title = {{Nonlinear Optimization with Fuzzy Constraints by Multi-Objective Evolutionary Algorithms}}, booktitle = {Computational Intelligence, Theory and Applications}, editor = {Bernd Reusch}, pages = {713--722}, publisher = {Springer. Advances in Soft Computing. Vol. 33}, address = {Dortmund, Germany}, year = {2005} } @article{Jimenez06, author = {F. Jimenez and J.M. Cadenas and G. Sanchez and A.F. Gomez-Skarmeta and J.L. Verdegay}, title = {Multi-objective evolutionary computation and fuzzy optimization}, journal = {International Journal of Approximate Reasoning}, volume = {43}, number = {1}, pages = {59--75}, month = {September}, year = {2006} } @incollection{Jimenez06a, author = {F. Jim\'{e}nez and G. S\'{a}nchez and J.M. Cadenas and A.F. G\'{o}mez-Skarmeta, J.L. Verdegay}, title = {{Solving a Fuzzy Nonlinear Optimization Problem by an ``ad hoc'' Multi-objective Evolutionary Algorithm}}, booktitle = {Fuzzy Applications in Industrial Engineering}, editor = {Cengiz Kahraman}, pages = {521--533}, address = {}, publisher = {Springer. Studies in Fuzziness and Soft Computing Vol. 201}, month = {}, year = {2006} } @incollection{Jimenez08, author = {Fernando Jim\'{e}nez and Gracia S\'{a}nchez and Jos\'{e} F. S\'{a}nchez and Jos\'{e} M. Alcaraz}, title = {{Fuzzy Classification with Multi-objective Evolutionary Algorithms}}, booktitle = {Hybrid Artificial Intelligence Systems. Third International Workshop (HAIS'2008)}, editor = {Emilio Corchado and Ajith Abraham and Witold Pedrycz}, pages = {730--738}, publisher = {Springer, Lecture Notes in Computer Science, Vol. 5271}, address = {Burgos, Spain}, year = {2008}, note = {ISBN 978-3-540-87655-7}, month = {September 24-26} } @inproceedings{Jimenez09, author = {F. Jim\'{e}nez and G. S\'{a}nchez and J. M. Ju\'{a}rez and J. M. Alcaraz and J. F. S\'{a}nchez}, title = {{Fuzzy Classification of Mortality by Infection of Severe Burnt Patients Using Multiobjective Evolutionary Algorithms}}, booktitle = {Methods and Models in Artificial and Natural Computation, Third International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2009}, editor = {Jos\'{e} Mira and Jos\'{e} Manuel Ferr\'{a}ndez and Jos\'{e} R. \'{A}lvarez and F\'{e}lix de la Paz and F. Javier Toledo}, pages = {447--456}, publisher = {Springer. Lecture Notes in Computer Science Vol. 5601}, address = {Santiago de Compostela, Spain}, month = {June 22-26}, year = {2009} } @article{Jin99, author={Yaochu Jin and Werner von Seelen and Bernhard Sendhoff}, title={On generating flexible, complete, consistent and compact({FC}$^3$) fuzzy rule systems from data using evolution strategies}, journal={IEEE Transactions on Systems, Man, and Cybernetics}, volume={29}, number={4}, pages={829--845}, year={1999}, } @inproceedings{Jin00, author = {Yaochu Jin and Markus Olhofer and Bernhard Sendhoff}, address = {San Francisco, California}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2000)}, editor = {Darrell Whitley and David Goldberg and Erick Cant\'{u}-Paz and Lee Spector and Ian Parmee and Hans-Georg Beyer}, key = {Jin et al., 2000}, pages = {786--793}, publisher = {Morgan Kaufmann}, title = {On {E}volutionary {O}ptimization with {A}pproximate {F}itness {F}unctions}, year = {2000} } @incollection{Jin01, author = {Yaochu Jin and Tatsuya Okabe and Bernhard Sendhoff}, key = {Jin et al., 2001}, booktitle = {First International Conference on Evolutionary Multi-Criterion Optimization}, title = {Adapting {W}eighted {A}ggregation for {M}ultiobjective {E}volution {S}trategies}, editor = {Eckart Zitzler and Kalyanmoy Deb and Lothar Thiele and Carlos A. Coello Coello and David Corne}, publisher = {Springer-Verlag. Lecture Notes in Computer Science No. 1993}, pages = {96--110}, year = {2001} } @inproceedings{Jin01a, author = {Yaochu Jin and Tatsuya Okabe and Bernhard Sendhoff}, title = {Dynamic {W}eighted {A}ggregation for {E}volutionary {M}ulti-{O}bjective {O}ptimization: {W}hy {D}oes {I}t {W}ork and {H}ow?}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2001)}, editor = {Lee Spector and Erik D. Goodman and Annie Wu and W.B. Langdon and Hans-Michael Voigt and Mitsuo Gen and Sandip Sen and Marco Dorigo and Shahram Pezeshk and Max H. Garzon and Edmund Burke}, pages = {1042--1049}, publisher = {Morgan Kaufmann Publishers}, address = {San Francisco, California}, year = {2001} } @inproceedings{Jin01b, author = {Yaouchu Jin and Markus Olhofer and Bernhard Sendhoff}, title = {Managing {A}pproximate {M}odels in {E}volutionary {A}erodynamic {D}esign {O}ptimization}, booktitle = {Proceedings of the Congress on Evolutionary Computation 2001 (CEC'2001)}, publisher = {IEEE Service Center}, address = {Piscataway, New Jersey}, month = {May}, volume = {1}, pages = {592--599}, year = {2001} } @inproceedings{Jin02, author = {Yaochu Jin and Bernhard Sendhoff}, title = {Incorporation of {F}uzzy {P}references into {E}volutionary {M}ultiobjective {O}ptimization}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2002)}, editor = {W.B. Langdon and E. Cant\'{u}-Paz and K. Mathias and R. Roy and D. Davis and R. Poli and K. Balakrishnan and V. Honavar and G. Rudolph and J. Wegener and L. Bull and M.A. Potter and A.C. Schultz and J.F. Miller and E. Burke and N. Jonoska}, pages = {683}, publisher = {Morgan Kaufmann Publishers}, address = {San Francisco, California}, month = {July}, year = {2002} } @inproceedings{Jin02a, author = {Yaochu Jin and Bernhard Sendhoff}, title = {Incorporation of {F}uzzy {P}references into {E}volutionary {M}ultiobjective {O}ptimization}, booktitle = {Proceedings of the 4th Asia-Pacific Conference on Simulated Evolution and Learning (SEAL'02)}, editor = {Lipo Wang and Kay Chen Tan and Takeshi Furuhashi and Jong-Hwan Kim and Xin Yao}, volume = {1}, pages = {26--30}, publisher = {Nanyang Technical University}, address = {Orchid Country Club, Singapore}, month = {November}, year = {2002} } @inproceedings{Jin03, author = {Yaochu Jin and Bernhard Sendhoff}, title = {Trade-{O}ff between {P}erformance and {R}obustness: {A}n {E}volutionary {M}ultiobjective {A}pproach}, booktitle = {Evolutionary Multi-Criterion Optimization. Second International Conference, EMO 2003}, editor = {Carlos M. Fonseca and Peter J. Fleming and Eckart Zitzler and Kalyanmoy Deb and Lothar Thiele}, publisher = {Springer. Lecture Notes in Computer Science. Volume 2632}, pages = {237--251}, address = {Faro, Portugal}, month = {April}, year = {2003} } @inproceedings{Jin03a, author = {Yaochu Jin and Bernhard Sendhoff}, title = {Connectedness, {R}egularity and the {S}uccess of {L}ocal {S}earch in {E}volutionary {M}ulti-objective {O}ptimization}, booktitle = {Proceedings of the 2003 Congress on Evolutionary Computation (CEC'2003)}, pages = {1910--1917}, volume = {3}, publisher = {IEEE Press}, month = {December}, address = {Canberra, Australia}, year = {2003} } @inproceedings{Jin03b, author = {Huidong Jin and Man-Leung Wong}, title = {Adaptive {D}iversity {M}aintenance and {C}onvergence {G}uarantee in {M}ultiobjective {E}volutionary {A}lgorithms}, booktitle = {Proceedings of the 2003 Congress on Evolutionary Computation (CEC'2003)}, pages = {2498--2505}, volume = {4}, publisher = {IEEE Press}, month = {December}, address = {Canberra, Australia}, year = {2003} } @inproceedings{Jin04, author = {Yaochu Jin and Bernhard Sendhoff}, title = {Constructing {D}ynamic {O}ptimization {T}est {P}roblems {U}sing the {M}ulti-objective {O}ptimization {C}oncept}, booktitle = {Applications of Evolutionary Computing. Proceedings of Evoworkshops 2004: EvoBIO, EvoCOMNET, EvoHOT, EvoIASP, EvoMUSART, and EvoSTOC}, editor = {G\"{u}nther R. Raidl et al.}, publisher = {Springer. Lecture Notes in Computer Science Vol. 3005}, pages = {525--536}, address = {Coimbra, Portugal}, month = {April}, year = {2004} } @inproceedings{Jin04a, author = {Yaochu Jin and Tatsuya Okabe and Bernhard Sendhoff}, title = {Neural {N}etwork {R}egularization and {E}nsembling {U}sing {M}ulti-objective {E}volutionary {A}lgorithms}, booktitle = {2004 Congress on Evolutionary Computation (CEC'2004)}, publisher = {IEEE Service Center}, volume = {1}, pages = {1--8}, address = {Portland, Oregon, USA}, month = {June}, year = {2004} } @incollection{Jin04b, author = {Yaochu Jin and Tatsuya Okabe and Bernhard Sendhoff}, title = {Evolutionary {M}ulti-{O}bjective {O}ptimization {A}pproach to {C}onstructing {N}eural {N}etwork {E}nsembles for {R}egression}, booktitle = {Applications of Multi-Objective Evolutionary Algorithms}, editor = {Carlos A. {Coello Coello} and Gary B. Lamont}, pages = {653--673}, publisher = {World Scientific}, address = {Singapore}, year = {2004} } @inproceedings{Jin05, author = {Yaochu Jin and Bernhard Sendhoff and Edgar K\"{o}rner}, title = {Evolutionary {M}ulti-objective {O}ptimization for {S}imultaneous {G}eneration of {S}ignal-{T}ype and {S}ymbol-{T}ype {R}epresentations}, booktitle = {Evolutionary Multi-Criterion Optimization. Third International Conference, EMO 2005}, editor = {Carlos A. {Coello Coello} and Arturo {Hern\'{a}ndez Aguirre} and Eckart Zitzler}, publisher = {Springer. Lecture Notes in Computer Science Vol. 3410}, pages = {752--766}, address = {Guanajuato, M\'{e}xico}, month = {March}, year = {2005} } @book{Jin06, editor = {Yaochu Jin}, title = {Multi-Objective Machine Learning}, publisher = {Springer}, address = {Berlin}, year = {2006}, note = {ISBN 3-540-30676-6} } @incollection{Jin06a, author = {Yaochu Jin and Bernhard Sendhoff and Edgar K\"{o}rner}, title = {Simultaneous {G}eneration of {A}ccurate and {I}nterpretable {N}eural {N}etwork {C}lassifiers}, booktitle = {Multi-Objective Machine Learning}, editor = {Yaochu Jin}, pages = {291--312}, publisher = {Springer. Studies in Computational Intelligence, Volume 16}, address = {Berlin}, year = {2006} } @inproceedings{Jin06b, author = {Yaochu Jin and Bernhard Sendhoff}, title = {Alleviating {C}atastrophic {F}orgetting via {M}ulti-{O}bjective {L}earning}, booktitle = {2006 International Joint Conference on Neural Networks (IJCNN'2006)}, pages = {6367--6374}, publisher = {IEEE}, address = {Vancouver, BC, Canada}, month = {July}, year = {2006} } @article{Jin07, author = {Nanbo Jin and Yahya Rahmat-Samii}, title = {Advances in Particle Swarm Optimization for Antenna Designs: Real-Number, Binary, Single-Objective and Multiobjective Implementations}, journal = {IEEE Transactions on Antennas and Propagation}, volume = {55}, number = {3}, pages = {556--567}, month = {March}, year = {2007} } @incollection{Jin08, author = {Yaochu Jin and Aimin Zhou and Qingfu Zhang and Bernhard Sendhoff and Edward Tsang}, title = {Modeling {R}egularity to {I}mprove {S}calability of {M}odel-{B}ased {M}ultiobjective {O}ptimization {A}lgorithms}, booktitle = {Multi-Objective Problem Solving from Nature: From Concepts to Applications}, editor = {Joshua Knowles and David Corne and Kalyanmoy Deb}, pages = {331--355}, publisher = {Springer}, year = {2008}, address = {Berlin}, note = {ISBN 978-3-540-72963-1} } @incollection{Jin08a, author = {Yaochu Jin and Bernhard Sendhoff and Edgar K{\"o}rner}, title = {{Rule Extraction from Compact Pareto-optimal Neural Networks}}, booktitle = {Multi-objective Evolutionary Algorithms for Knowledge Discovery from Data Bases}, editor = {Ashish Ghosh and Satchidananda Dehuri and Susmita Ghosh}, pages = {71--90}, publisher = {Springer}, address = {Berlin}, year = {2008} } @article{Jin09, author = {Yaochu Jin and Robin Gruna and Bernhard Sendhoff}, title = {{Pareto analysis of evolutionary and learnng systems}}, journal = {Frontiers of Computer Science in China}, volume = {3}, number = {1}, pages = {4--17}, year = {2009} } @inproceedings{Jin09a, author = {Yaochu Jin and Robin Gruna and Ingo Paenke and Bernhard Sendhoff}, title = {{Evolutionary Multi-objective Optimization of Robustness and Innovation in Redundant Genetic Representations}}, booktitle = {2009 IEEE Symposium on Computational Intelligence in Multi-Criteria Decision-Making (MCDM'2009)}, address = {Nashville, TN, USA}, publisher = {IEEE Press}, pages = {38--45}, month = {March 30 - April 2}, year = {2009}, note = {ISBN 978-1-4244-2764-2} } @article{Jin09b, author = {Yaochu Jin and Bernhard Sendhoff}, title = {{A Systems Approach to Evolutionary Multiobjective Structural Optimization and Beyond}}, journal = {IEEE Computational Intelligence Magazine}, volume = {4}, number = {3}, pages = {62--76}, month = {August}, year = {2009} } @article{Jin10, author = {Huidong Jin and Man-Leung Wong}, title = {{Adaptive, convergent, and diversified archiving strategy for multiobjective evolutionary algorithms}}, journal = {Expert Systems With Applications}, volume = {37}, number = {12}, pages = {8462-8470}, month = {December}, year = {2010} } @phdthesis{Jing08, author = {Liang Jing}, title = {Novel particle swarm optimizers with hybrid, dynamic and adaptive neighborhood structures}, school = {School of Electrical \& Electronic Engineering, Nanyang Technological University}, address = {Singapore}, year = {2008} } @article{Jirapong07, author = {Peerapol Jirapong and Weerakorn Ongsakul}, title = {{Optimal Placement of Multi-Type FACTS Devices for Total Transfer Capability Enhancement Using Hybrid Evolutionary Algorithm}}, journal = {Electric Power Components and Systems}, volume = {35}, number = {9}, pages = {981--1005}, year = {2007} } @ARTICLE{Jolai11, author = {F. Jolai and J. Razmi and N.K.M. Rostami}, title = {{A fuzzy goal programming and meta heuristic algorithms for solving integrated production: distribution planning problem}}, journal = {Central European Journal of Operations Research}, volume = {19}, number = {4}, pages = {547--569}, month = {December}, year = {2011} } @article{Jo00, author = {J.W. Jo and J.E. Prussing}, title = {{Procedure for applying second-order conditions in optimal control problems}}, journal = {Journal Of Guidance Control And Dynamics}, volume = {23}, number = {2}, pages = {241-250}, month = {March-April}, year = {2000} } @article{John09, author = {Matthias John and Max J. Ammann}, title = {{Antenna Optimization With a Computationally Efficient Multiobjective Evolutionary Algorithm}}, journal = {IEEE Transactions of Antennas and Propagation}, volume = {57}, number = {1}, pages = {260--263}, month = {January}, year = {2009} } @inproceedings{Johnson07, author = {Matt D. Johnson and Daniel R. Tauritz and Ralph W. 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Lamont}, title = {Use of Mendelian Pressure in a Multi-Objective Genetic Algorithm}, booktitle = {Congress on Evolutionary Computation (CEC'2002)}, volume = {1}, address = {Piscataway, New Jersey}, pages = {962--967}, publisher = {IEEE Service Center}, month = {May}, year = {2002} } @inproceedings{Kafafy11, author = {Ahmed Kafafy and Ahmed Bounekkar and St\'{e}phane Bonnevay}, title = {{A Hybrid Evolutionary Metaheuristics (HEMH) Applied on 0/1 Multiobjective Knapsack Problems}}, booktitle = {2011 Genetic and Evolutionary Computation Conference (GECCO'2011)}, pages = {497--504}, publisher = {ACM Press}, address = {Dublin, Ireland}, month = {July 12-16}, year = {2011} } @article{Kahraman09, author = {Cengiz Kahraman and Orhan Engin and Mustafa Kerim Yilmaz}, title = {{A New Artificial Immune System Algorithm for Multiobjective Fuzzy Flow Shop Problems}}, journal = {International Journal of Computational Intelligence Systems}, volume = {2}, number = {3}, pages = {236--247}, month = {October}, year = {2009} } @inproceedings{Kaige03, author = {Shiori Kaige and Tadahiko Murata and Hisao Ishibuchi}, title = {Performance evaluation of memetic {EMO} algorithms using dominance relation-based replacement rules on {MOO} test problems}, booktitle = {Proceedings of the 2003 IEEE International Conference on Systems, Man, and Cybernetics}, publisher = {IEEE Press}, volume = {1}, pages = {14--19}, year = {2003} } @inproceedings{Kaji07, author = {Hirotaka Kaji and Hajime Kita}, title = {Individual {E}valuation {S}cheduling for {E}xperiment-{B}ased {E}volutionary {M}ulti-objective {O}ptimization}, booktitle = {Evolutionary Multi-Criterion Optimization, 4th International Conference, EMO 2007}, editor = {Shigeru Obayashi and Kalyanmoy Deb and Carlo Poloni and Tomoyuki Hiroyasu and Tadahiko Murata}, pages = {645--659}, publisher = {Springer. 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Ghaboussi}, title = {A {N}ew {M}ethod of {R}educed {O}rder {F}eedback {C}ontrol {U}sing {G}enetic {A}lgorithms}, volume = {28}, number = {2}, pages = {193--212}, journal = {Earthquake Engineering and Structural Dynamics}, year = {1999} } @inproceedings{Kim00, author = {Y.S. Kim and W.N. Street and F. Menczer}, title = {Feature {S}election in {U}nsupervised {L}earning via {E}volutionary {S}earch}, booktitle = {Proceedings of the Sixth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining}, year = {2000} } @inproceedings{Kim01, author = {YongSeong Kim and W. Nick Street and Filippo Menczer}, title = {An {E}volutionary {M}ulti-{O}bjective {L}ocal {S}election {A}lgorithm for {C}ustomer {T}argeting}, booktitle = {Proceedings of the Congress on Evolutionary Computation 2001 (CEC'2001)}, publisher = {IEEE Service Center}, address = {Piscataway, New Jersey}, month = {May}, volume = {2}, pages = {759--766}, year = {2001} } @phdthesis{Kim01a, author = {YongSeong Kim}, title = {Feature {S}election in {S}upervised and {U}nsupervised {L}earning via {E}volutionary {S}earch}, school = {Graduate College, The University of Iowa}, month = {December}, year = {2001} } @INPROCEEDINGS{Kim01b, author = {B. Kim and E. S. Gel and W. M. Carlyle and J. W. Fowler}, title = {{A new technique to compare algorithms for bi-criteria combinatorial optimization problems}}, booktitle = {Multiple Criteria Decision Making In The New Millennium}, year = {2001}, pages = {113--123}, publisher = {Springer. Lecture Notes In Economics And Mathematical Systems. Vol. 507} } @inproceedings{Kim02, author = {Yunyoung Kim and Koji Gotoh and Masahiro Toyosada and Jewoong Park}, title = {{Micro-Genetic Algorithms($\mu$GAs) for Hard Combinatorial Optimisation Problems}}, booktitle = {The 12th International Offshore and Polar Engineering Conference 2002. (ISOPE 2002)}, pages = {230--236}, publisher = {International Society of Offshore and Polar Engineers}, address = {Kitakyushu, Japan}, month = {May 26-31}, year = {2002} } @inproceedings{Kim03, author = {Dongmin Kim and Soo-Yong Shin and In-Hee Lee and Byoung-Tak Zhang}, title = {{NACST}/{S}eq: {A} {S}equence {D}esign {S}ystem with {M}ultiobjective {O}ptimization}, booktitle = {DNA Computing, 8th International Workshop on DNA Based Computers (DNA8). Lecture Notes in Computer Science. Volume 2568}, editor = {Masami Hagiya and Azuma Ohuchi}, publisher = {Springer}, address = {Sapporo, Japan}, pages = {242--251}, year = {2003} } @phdthesis{Kim03a, author = {Bosun Kim}, title = {Evaluation of {N}on-{D}ominated {S}olution {S}ets for {M}ultiple {O}bjective {O}ptimization {P}roblems}, school = {Arizona State University}, month = {August}, year = {2003} } @phdthesis{Kim03b, author = {Yongjin Kim}, title = {Development of automobile antenna design and optimization for {FM}/{GPS}/{SDARS} applications}, school = {The Ohio State University}, year = {2003} } @inproceedings{Kim04, author = {DaeEun Kim}, title = {Structural {R}isk {M}inimization on {D}ecision {T}rees {U}sing an {E}volutionary {M}ultiobjective {O}ptimization}, booktitle = {Genetic Programming. 7th European Conference, EuroGP 2004}, editor = {Maarten Keijzer and Una-May O'Reilly and Simon M. Lucas and Ernesto Costa and Terence Soule}, publisher = {Springer. Lecture Notes in Computer Science, Vol. 3003}, pages = {338--348}, address = {Coimbra, Portugal}, month = {April}, year = {2004} } @inproceedings{Kim04a, author = {Mifa Kim and Tomoyuki Hiroyasu and Mitsunori Miki and Shinya Watanabe}, title = {{SPEA2+}: {I}mproving the {P}erformance of the {S}trength {P}areto {E}volutionary {A}lgorithm 2}, booktitle = {Parallel Problem Solving from Nature - PPSN VIII}, pages = {742--751}, publisher = {Springer-Verlag. Lecture Notes in Computer Science Vol. 3242}, month = {September}, address = {Birmingham, UK}, year = {2004} } @article{Kim04b, author = {K.J. Kim and R. L. Smith}, title = {{Parallel multiobjective evolutionary algorithms for waste solvent recycling}}, journal = {Industrial \& Engineering Chemistry Research}, volume = {43}, number = {11}, pages = {2669--2679}, month = {May 26}, year = {2004} } @article{Kim05, author = {K.J. Kim and R.L. Smith}, title = {Systematic procedure for designing processes with multiple environmental objectives}, journal = {Environmental Science \& Technology}, volume = {39}, number = {7}, pages = {2394--2405}, month = {April}, year = {2005} } @article{Kim06, author = {H.S. Kim and P.N. Roschke}, title = {Fuzzy control of base-isolation system using multi-objective genetic algorithm}, journal = {Computer-Aided Civil and Infrastructure Engineering}, volume = {21}, number = {6}, pages = {436--449}, month = {August}, year = {2006} } @inproceedings{Kim06a, author = {S. Kim and H.S. Chung}, title = {Multiobjective optimization using adjoint gradient enhanced approximation models for genetic algorithms}, booktitle = {Computational Science and Its Applications---ICCSA 2006, Part 5}, pages = {491--502}, publisher = {Springer-Verlag. Lecture Notes in Computer Science Vol. 3984}, year = {2006} } @incollection{Kim06b, author = {DaeEun Kim}, title = {Minimizing {S}tructural {R}isk on {D}ecision {T}ree {C}lassification}, booktitle = {Multi-Objective Machine Learning}, editor = {Yaochu Jin}, pages = {241--260}, publisher = {Springer. Studies in Computational Intelligence, Volume 16}, address = {Berlin}, year = {2006} } @inproceedings{Kim06c, author = {Yehoon Kim and Jong-Hwan Kim and Kuk-Hyun Han}, title = {Quantum-inspired {M}ultiobjective {E}volutionary {A}lgorithm for {M}ultiobjective 0/1 {K}napsack {P}roblems}, booktitle = {2006 IEEE Congress on Evolutionary Computation (CEC'2006)}, pages = {9151--9156}, publisher = {IEEE}, address = {Vancouver, BC, Canada}, month = {July}, year = {2006} } @article{Kim06d, author = {Y. Kim and E. K. Walton}, title = {{Automobile conformal antenna design using non-dominated sorting genetic algorithm (NSGA)}}, journal = {IEE Proceedings-Microwaves Antennas and Propagation}, volume = {153}, number = {6}, pages = {579--582}, month = {December}, year = {2006} } @inproceedings{Kim07, author = {DaeEun Kim}, title = {A {Q}uantitative {A}nalysis of {M}emory {R}equirement and {G}eneralization {P}erformance for {R}obotic {T}asks}, booktitle = {2007 Genetic and Evolutionary Computation Conference (GECCO'2007)}, editor = {Dirk Thierens}, pages = {285--292}, volume = {1}, publisher = {ACM Press}, address = {London, UK}, month = {July}, year = {2007} } @article{Kim08, author = {Jong-Ryul Kim and Dohoon Kim}, title = {{Enhancing Internet Network Reliability with Integrated Framework of Multi-objective Genetic Algorithm and Monte Carlo Simulation}}, journal = {Asia-Pacific Journal of Operational Research}, volume = {25}, number = {6}, pages = {837--846}, month = {December}, year = {2008} } @article{Kim08a, author = {Kamyoung Kim and Alan T. Murray and Ningchuan Xiao}, title = {{A multiobjective evolutionary algorithm for surveillance sensor placement}}, journal = {Environment and Planning B-Planning and Design}, volume = {35}, number = {5}, pages = {935--948}, month = {September}, year = {2008} } @ARTICLE{Kim08b, author = {Taesoon Kim and Jun-Haeng Heo and Deg-Hyo Bae and Jin-Hoon Kim}, title = {{Single-reservoir operating rules for a year using multiobjective genetic algorithm}}, journal = {Journal of Hydroinformatics}, volume = {10}, number = {2}, pages = {163--179}, month = {April}, year = {2008} } @article{Kim09, author = {Jong-Hwan Kim and Ye-Hoon Kim and Seung-Hwan Choi and In-Won Park}, title = {{Evolutionary Multi-Objective Optimization in Robot Soccer System for Education}}, journal = {IEEE Computational Intelligence Magazine}, volume = {4}, number = {1}, pages = {31--41}, month = {February}, year = {2009} } @inproceedings{Kim09a, author = {Ye-Hoon Kim and Jong-Hwan Kim}, title = {{Multiobjective Quantum-inspired Evolutionary Algorithm for Fuzzy Path Planning of Mobile Robot}}, booktitle = {2009 IEEE Congress on Evolutionary Computation (CEC'2009)}, publisher = {IEEE Press}, pages = {1185--1192}, address = {Trondheim, Norway}, month = {May}, year = {2009} } @inproceedings{Kim10, author = {Keehyung Kim and R. I. (Bob) McKay and Byung-Ro Moon}, title = {{Multiobjective Evolutionary Algorithms for Dynamic Social Network Clustering}}, booktitle = {Proceedings of the 12th annual conference on Genetic and Evolutionary Computation (GECCO'2010)}, pages = {1179--1186}, publisher = {ACM Press}, address = {Portland, Oregon, USA}, month = {July 7--11}, year = {2010}, note = {ISBN 978-1-4503-0072-8} } @ARTICLE{Kim10a, author = {J. -H. Kim and J. -H. Choi and A. Husain and K. -Y. Kim}, title = {{Multi-objective optimization of a centrifugal compressor impeller through evolutionary algorithms}}, journal = {Proceedings of the Institution of Mechanical Engineers Part A-Journal of Power and Energy}, volume = {224}, number = {A5}, pages = {711--721}, year = {2010} } @article{Kim11, author = {Hyun-Min Kim and Mi-Ae Moon and Kwang-Yong Kim}, title = {{Multi-objective optimization of a cooling channel with staggered elliptic dimples}}, journal = {Energy}, volume = {36}, number = {5}, pages = {3419--3428}, month = {May}, year = {2011} } @article{Kim12, author = {Jong-Hwan Kim and Ji-Hyeong Han and Ye-Hoon Kim and Seung-Hwan Choi and Eun-Soo Kim}, title = {{Preference-Based Solution Selection Algorithm for Evolutionary Multiobjective Optimization}}, journal = {IEEE Transactions on Evolutionary Computation}, volume = {16}, number = {1}, pages = {20--34}, month = {February}, year = {2012} } @inproceedings{Kimbrough10, author = {Steven O. Kimbrough and Ann Kuo}, title = {{On Heuristics for Two-Sided Matching: Revisiting the Stable Marriage Problem as a Multiobjective Problem}}, booktitle = {Proceedings of the 12th annual conference on Genetic and Evolutionary Computation (GECCO'2010)}, pages = {1283--1290}, publisher = {ACM Press}, address = {Portland, Oregon, USA}, month = {July 7--11}, year = {2010}, note = {ISBN 978-1-4503-0072-8} } @inproceedings{King03, author = {Robert T.F. Ah King and Harry C.S. Rughooputh}, title = {Elitist {M}ultiobjective {E}volutionary {A}lgorithm for {E}nvironmental/{E}conomic {D}ispatch}, booktitle = {Proceedings of the 2003 Congress on Evolutionary Computation (CEC'2003)}, pages = {1108--1114}, volume = {2}, publisher = {IEEE Press}, month = {December}, address = {Canberra, Australia}, year = {2003} } @inproceedings{King05, author = {Robert T.F. Ah King and Harry C.S. Rughooputh and Kalyanmoy Deb}, title = {Evolutionary {M}ulti-objective {E}nvironmental/{E}conomic {D}ispatch: {S}tochastic {V}ersus {D}eterministic {A}pproaches}, booktitle = {Evolutionary Multi-Criterion Optimization. Third International Conference, EMO 2005}, editor = {Carlos A. {Coello Coello} and Arturo {Hern\'{a}ndez Aguirre} and Eckart Zitzler}, publisher = {Springer. Lecture Notes in Computer Science Vol. 3410}, pages = {677--691}, address = {Guanajuato, M\'{e}xico}, month = {March}, year = {2005} } @inproceedings{King06, author = {Robert T. F. Ah King and Harry C.S. Rughhooputh and Kalyanmoy Deb}, title = {Stochastic {E}volutionary {M}ultiobjective {E}nvironmental/{E}conomic {D}ispatch}, booktitle = {2006 IEEE Congress on Evolutionary Computation (CEC'2006)}, pages = {3369--3376}, publisher = {IEEE}, address = {Vancouver, BC, Canada}, month = {July}, year = {2006} } @INPROCEEDINGS{Kinoshita08, author = {Yuichiro Kinoshita and Heisuke Yokokishizawa}, title = {{A Tour Route Planning Support System with Consideration of the Preferences of Group Members}}, booktitle = {IEEE International Conference on Systems, Man and Cybernetics, 2008. (SMC'2008)}, pages = {150--155}, publisher = {IEEE Computer Society}, address = {Singapore}, month = {October}, year = {2008} } @inproceedings{Kipouros04, author = {T. Kipouros and G.T. Parks and A.M. Savill and D.M. Jaeggi}, title = {Multi-objective {A}erodynamic {D}esign {O}ptimisation}, booktitle = {ERCOF-TAC Design Optimization: Methods and Applications Conference Proceedings. On CD Rom}, editor = {K.C. Giannakoglou and W. Haase}, pages = {Paper ERCODO2004\_239}, year = {2004} } @inproceedings{Kipouros05, author = {Timoleon Kipouros and Daniel Jaeggi and Bill Dawes and Geoff Parks and Mark Savill}, title = {Multi-objective {O}ptimisation of {T}urbomachinery {B}lades {U}sing {T}abu {S}earch}, booktitle = {Evolutionary Multi-Criterion Optimization. Third International Conference, EMO 2005}, editor = {Carlos A. {Coello Coello} and Arturo {Hern\'{a}ndez Aguirre} and Eckart Zitzler}, publisher = {Springer. Lecture Notes in Computer Science Vol. 3410}, pages = {897--910}, address = {Guanajuato, M\'{e}xico}, month = {March}, year = {2005} } @article{Kipouros08, author = {T. Kipouros and D.M. Jaeggi and W.N. Dawes and G.T. Parks and A.M. Savill and P.J. Clarkson}, title = {{Insight into High-quality Aerodynamic Design Spaces through Multi-objective Optimization}}, journal = {CMES-Computer Modeling in Engineering \& Sciences}, volume = {37}, number = {1}, pages = {1--44}, month = {November}, year = {2008} } @article{Kirilov11, author = {Leonid Kirilov and Vassil Guliashki}, title = {{Interactive Evolutionary Algorithm FIEM for Solving Integer Multiple Objective Problems}}, journal = {Comptes Rendus de l'Academie Bulgare des Sciences}, volume = {64}, number = {2}, pages = {201--210}, year = {2011} } @inproceedings{Kirley01, author = {Michael Kirley}, title = {{MEA}: {A} metapopulation evolutionary algorithm for multi-objective optimisation problems}, booktitle = {Proceedings of the Congress on Evolutionary Computation 2001 (CEC'2001)}, publisher = {IEEE Service Center}, address = {Piscataway, New Jersey}, month = {May}, volume = {2}, pages = {949--956}, year = {2001} } @inproceedings{Kirley07, author = {Michael Kirley and Robert Stewart}, title = {Multiobjective {E}volutionary {A}lgorithms on {C}omplex {N}etworks}, booktitle = {Evolutionary Multi-Criterion Optimization, 4th International Conference, EMO 2007}, editor = {Shigeru Obayashi and Kalyanmoy Deb and Carlo Poloni and Tomoyuki Hiroyasu and Tadahiko Murata}, pages = {81--95}, publisher = {Springer. Lecture Notes in Computer Science Vol. 4403}, address = {Matshushima, Japan}, month = {March}, year = {2007} } @inproceedings{Kirley07a, author = {Michael Kirley and Robert Stewart}, title = {An {A}nalysis of the {E}ffects of {P}opulation {S}tructure on {S}calable {M}ultiobjective {O}ptimization {P}roblems}, booktitle = {2007 Genetic and Evolutionary Computation Conference (GECCO'2007)}, editor = {Dirk Thierens}, pages = {845--852}, volume = {1}, publisher = {ACM Press}, address = {London, UK}, month = {July}, year = {2007} } @inproceedings{Kisiel01, author = {Marek Kisiel-Dorohinicki and Krzysztof Socha}, title = {Crowding {F}actor in {E}volutionary {M}ulti-{A}gent {S}ystem for {M}ultiobjective {O}ptimization}, editor = {Hamid R. Arabnia}, booktitle = {Proceedings of the International Conference on Artificial Intelligence (IC-AI'2001)}, publisher = {CSREA Press}, pages = {695--700}, month = {June}, address = {Las Vegas, Nevada}, year = 2001, } @inproceedings{Kisiel01a, author = {Marek Kisiel-Dorohinicki and Grzegorz Dobrowolski and Edward Nawarecki}, title = {Evolutionary multi-agent system in multiobjective optimisation}, editor = {M.~Hamza}, booktitle = {Proceedings of the IASTED International Symposium on Applied Informatics (AI'2001)}, publisher = {IASTED/ACTA Press}, pages = {360--365}, year = 2001, } @inproceedings{Kita96, author = {Hajime Kita and Yasuyuki Yabumoto and Naoki Mori and Yoshikazu Nishikawa}, address = {Berlin, Germany}, booktitle = {Parallel Problem Solving from Nature---PPSN IV}, editor = {Hans-Michael Voigt and Werner Ebeling and Ingo Rechenberg and Hans-Paul Schwefel}, key = {Kita et al., 1996}, month = {September}, pages = {504--512}, publisher = {Springer-Verlag}, series = {Lecture Notes in Computer Science}, title = {Multi-{O}bjective {O}ptimization by {M}eans of the {T}hermodynamical {G}enetic {A}lgorithm}, year = {1996} } @article{Kitak09, author = {Peter Kitak and Igor Ticar and Joze Pihler and Adnan Glotic and Jelena Popovic and Oszkar Biro and Kurt Preis}, title = {{Application of the Hybrid Multiobjective Optimization Methods on the Capacitive Voltage Divider}}, journal = {IEEE Transactions on Magnetics}, volume = {45}, number = {3}, pages = {1594--1597}, month = {March}, year = {2009} } @ARTICLE{Kitak11, author = {Peter Kitak and Adnan Glotic and Igor Ticar and Joze Pihler}, title = {{Multiobjective Optimization for Determination of the Electrothermal Parameters in Switchgear Cell Housing}}, journal = {IEEE Transactions on Magnetics}, volume = {47}, number = {5}, pages = {1302--1305}, month = {May}, year = {2011} } @article{Kitamura06, author = {Syoichi Kitamura and Kazuyuki Mori and Seiichi Shindo and Yoshio Izui}, title = {{Modified multiobjective particle swarm optimization method and its application to energy management system for factories}}, journal = {Electrical Engineering in Japan}, volume = {156}, number = {4}, pages = {33--42}, month = {September}, year = {2006} } @inproceedings{Kiyota00, author = {Takanori Kiyota and Yasutaka Tsuji and Eiji Kondo}, title = {New {M}ultiobjective {F}uzzy {O}ptimization {M}ethod and {I}ts {A}pplication}, booktitle = {Proceedings of the 2000 American Control Conference}, volume = {6}, pages = {4224--4228}, address = {Chicago, Illinois}, publisher = {IEEE}, month = {June}, year = {2000} } @article{Kiyota03, author = {T. Kiyota and Y. Tsuji and E. Kondo}, title = {Unsatisfying functions and multiobjective fuzzy satisficing design using genetic algorithms}, journal = {IEEE Transactions on Systems, Man, and Cybernetics Part B-Cybernetics}, volume = {33}, number = {6}, pages = {889--897}, month = {December}, year = {2003} } @article{Klamroth07, author = {Kathrin Klamroth and Jorgen Tind}, title = {Constrained optimization using multiple objective programming}, journal = {Journal of Global Optimization}, volume = {37}, number = {3}, pages = {325--355}, month = {March}, year = {2007} } @inproceedings{Kleeman04, author = {Mark P. Kleeman and Richard O. Day and Gary B. Lamont}, title = {Analysis of a {P}arallel {MOEA} {S}olving the {M}ulti-objective {Q}uadratic {A}ssignment {P}roblem}, booktitle = {Genetic and Evolutionary Computation--GECCO 2004. Proceedings of the Genetic and Evolutionary Computation Conference. Part II}, editor = {Kalyanmoy Deb et al.}, pages = {402--403}, publisher = {Springer-Verlag, Lecture Notes in Computer Science Vol. 3103}, address = {Seattle, Washington, USA}, month = {June}, year = {2004} } @inproceedings{Kleeman04a, author = {Mark P. Kleeman and Richard O. Day and Gary B. Lamont}, title = {Multi-{O}bjective {E}volutionary {S}earch {P}erformance with {E}xplicit {B}uilding-{B}lock {S}izes for {NPC} {P}roblems}, booktitle = {2004 Congress on Evolutionary Computation (CEC'2004)}, publisher = {IEEE Service Center}, volume = {1}, pages = {728--735}, address = {Portland, Oregon, USA}, month = {June}, year = {2004} } @inproceedings{Kleeman05, author = {Mark P. Kleeman and Gary B. Lamont}, title = {Solving the {A}ircraft {E}ngine {M}aintenance {S}cheduling {P}roblem {U}sing a {M}ulti-objective {E}volutionary {A}lgorithm}, booktitle = {Evolutionary Multi-Criterion Optimization. Third International Conference, EMO 2005}, editor = {Carlos A. {Coello Coello} and Arturo {Hern\'{a}ndez Aguirre} and Eckart Zitzler}, publisher = {Springer. Lecture Notes in Computer Science Vol. 3410}, pages = {782--796}, address = {Guanajuato, M\'{e}xico}, month = {March}, year = {2005} } @inproceedings{Kleeman06, author = {Mark P. Kleeman and Gary B. Lamont}, title = {The {M}ulti-{O}bjective {C}onstrained {A}ssignment {P}roblem}, booktitle = {2006 Genetic and Evolutionary Computation Conference (GECCO'2006)}, editor = {Maarten Keijzer et al.}, pages = {743--744}, publisher = {ACM Press. ISBN 1-59593-186-4}, address = {Seattle, Washington, USA}, volume = {1}, month = {July}, year = {2006} } @inproceedings{Kleeman06a, author = {Mark P. Kleeman and Gary B. Lamont}, title = {Coevolutionary {M}ulti-{O}bjective {EA}s: {T}he {N}ext {F}rontier?}, booktitle = {2006 IEEE Congress on Evolutionary Computation (CEC'2006)}, pages = {6190--6199}, publisher = {IEEE}, address = {Vancouver, BC, Canada}, month = {July}, year = {2006} } @inproceedings{Kleeman07, author = {Mark P. Kleeman and Gary B. Lamont and Adam Cooney and Thomas R. Nelson}, title = {A {M}ulti-tiered {M}emetic {M}ultiobjective {E}volutionary {A}lgorithm for the {D}esign of {Q}uantum {C}ascade {L}asers}, booktitle = {Evolutionary Multi-Criterion Optimization, 4th International Conference, EMO 2007}, editor = {Shigeru Obayashi and Kalyanmoy Deb and Carlo Poloni and Tomoyuki Hiroyasu and Tadahiko Murata}, pages = {186--200}, publisher = {Springer. Lecture Notes in Computer Science Vol. 4403}, address = {Matshushima, Japan}, month = {March}, year = {2007} } @inproceedings{Kleeman07a, author = {Mark P. Kleeman and Gary B. Lamont and Kenneth M. Hopkinson and Scott R. Graham}, title = {Solving {M}ulticommodity {C}apacitated {N}etwork {D}esign {P}roblems using a {M}ultiobjective {E}volutionary {A}lgorithm }, booktitle = {IEEE Symposium on Computational Intelligence in Security and Defense Applications (CISDA 2007)}, publisher = {IEEE Press}, pages = {33--41}, month = {April}, year = {2007} } @incollection{Kleeman07b, author = {Mark P. Kleeman and Gary B. Lamont}, title = {Scheduling of {F}low-{S}hop, {J}ob-{S}hop, and {C}ombined {S}cheduling {P}roblems using {MOEA}s with {F}ixed and {V}ariable {L}ength {C}hromosomes}, booktitle = {Evolutionary Scheduling}, editor = {Keshav P. Dahal and Kay Chen Tan and Peter I Cowling}, pages = {49--99}, publisher = {Springer}, series = {Studies in Computational Intelligence (SCI)}, address = {Berlin}, year = {2007}, note = {ISBN 3-540-48582-1} } @inproceedings{Kleeman07c, author = {Mark P. Kleeman and Gary B. Lamont and Kenneth M. Hopkinson and Scott R. Graham}, title = {Multiobjective {E}volutionary {A}lgorithms for {D}esigning {C}apacitated {N}etwork {C}entric {C}ommunications}, booktitle = {2007 Genetic and Evolutionary Computation Conference (GECCO'2007)}, editor = {Dirk Thierens}, pages = {905}, volume = {1}, publisher = {ACM Press}, address = {London, UK}, month = {July}, year = {2007} } @incollection{Kleeman08, author = {Mark P. Kleeman and Gary B. Lamont}, title = {{Evolutionary Multi-Objective Optimization for Assignment Problems}}, booktitle = {Multi-Objective Optimization in Computational Intelligence: Theory and Practice}, editor = {Lam Thu Bui and Sameer Alam}, pages = {364--387}, publisher = {Information Science Reference}, address = {Hershey, PA, USA}, year = {2008}, note = {ISBN 978-1-59904-498-9} } @incollection{Kleeman08a, author = {Mark P. Kleeman and Gary B. Lamont}, title = {{Evolutionary Multi-Objective Optimization in Military Applications}}, booktitle = {Multi-Objective Optimization in Computational Intelligence: Theory and Practice}, editor = {Lam Thu Bui and Sameer Alam}, pages = {388--429}, publisher = {Information Science Reference}, address = {Hershey, PA, USA}, year = {2008}, note = {ISBN 978-1-59904-498-9} } @incollection{Klinkenberg10, author = {Jan-Willem Klinkenberg and Michael T.M. Emmerich and Andr\'{e} H. Deutz and Ofer M. Shir and Thomas B\"{a}ck}, title = {{A Reduced-Cost SMS-EMOA Using Kriging, Self-Adaptation, and Parallelization}}, booktitle = {Multiple Criteria Decision Making for Sustainable Energy and Transportation Systems}, editor = {Matthias Ehrgott and Boris Naujoks and Theodor J. Stewart and Jyrki Wallenius}, pages = {301--311}, publisher = {Springer, Lecture Notes in Economics and Mathematical Systems Vol. 634}, address = {Heidelberg, Germany}, year = {2010} } @inproceedings{Knarr03, author = {Mark R. Knarr and Mark N. Goltz and Gary B. Lamont and Junqi Huang}, title = {{\em In {S}itu} {B}ioremediation of {P}erchlorate-{C}ontaminated {G}roundwater using a {M}ulti-{O}bjective {P}arallel {E}volutionary {A}lgorithm}, booktitle = {Proceedings of the 2003 Congress on Evolutionary Computation (CEC'2003)}, pages = {1604--1611}, volume = {3}, publisher = {IEEE Press}, month = {December}, address = {Canberra, Australia}, year = {2003} } @article{Ko11, author = {Chien-Ho Ko and Shu-Fan Wang}, title = {{Precast production scheduling using multi-objective genetic algorithms}}, journal = {Expert Systems With Applications}, volume = {38}, number = {7}, pages = {8293--8302}, month = {July}, year = {2011} } @inproceedings{Knowles99, AUTHOR = {Joshua D. Knowles and David W. Corne}, ADDRESS = {Washington, D.C.}, BOOKTITLE = {1999 Congress on Evolutionary Computation}, KEY = {Knowles \& Corne, 1999}, PAGES = {98--105}, MONTH = {July}, TITLE = {The {P}areto {A}rchived {E}volution {S}trategy: {A} {N}ew {B}aseline {A}lgorithm for {M}ultiobjective {O}ptimisation}, PUBLISHER = {IEEE Service Center}, YEAR = {1999} } @inproceedings{Knowles99a, AUTHOR = {Joshua D. Knowles and David W. Corne}, ADDRESS = {Orlando, Florida}, BOOKTITLE = {Proceedings of the 1999 Genetic and Evolutionary Computation Conference. Workshop Program}, KEY = {Knowles \& Corne, 1999a}, PAGES = {123--124}, MONTH = {July}, TITLE = {Assessing the {P}erformance of the {P}areto {A}rchived {E}volution {S}trategy}, EDITOR = {Annie S. Wu}, YEAR = {1999} } @inproceedings{Knowles99c, author = {J. D. Knowles and D. W. Corne}, address = {Ashikaga, Japan}, booktitle = {Proceedings of Third Australia-Japan Joint Workshop on Intelligent and Evolutionary Systems}, key = {Knowles and Corne, 1999c}, title = {Local {S}earch, {M}ultiobjective {O}ptimization and the {P}areto {A}rchived {E}volution {S}trategy}, month = {November}, editor = {McKay, B. et al.}, publisher = {Ashikaga Institute of Technology}, pages = {209--216}, year = {1999} } @article{Knowles00, AUTHOR = {Joshua D. Knowles and David W. Corne}, TITLE = {Approximating the {N}ondominated {F}ront {U}sing the {P}areto {A}rchived {E}volution {S}trategy}, JOURNAL = {Evolutionary Computation}, key = {Knowles \& Corne, 2000}, PUBLISHER = {MIT Press}, VOLUME = {8}, NUMBER = {2}, PAGES = {149--172}, YEAR = {2000}, } @inproceedings{Knowles00a, AUTHOR = {Joshua Knowles and David Corne}, ADDRESS = {Piscataway, New Jersey}, BOOKTITLE = {2000 Congress on Evolutionary Computation}, KEY = {Knowles \& Corne, 2000a}, MONTH = {July}, TITLE = {M-{PAES}: {A} {M}emetic {A}lgorithm for {M}ultiobjective {O}ptimization}, PAGES = {325--332}, PUBLISHER = {IEEE Service Center}, VOLUME = {1}, YEAR = {2000} } @inproceedings{Knowles00b, AUTHOR = {Joshua D. Knowles and David W. Corne}, ADDRESS = {Las Vegas, Nevada}, BOOKTITLE = {Proceedings of the 2000 Genetic and Evolutionary Computation Conference Workshop Program}, KEY = {Knowles \& Corne, 2000b}, MONTH = {July}, PAGES = {103--108}, TITLE = {A {C}omparison of {D}iverse {A}pproaches to {M}emetic {M}ultiobjective {C}ombinatorial {O}ptimization}, YEAR = {2000} } @inproceedings{Knowles00c, AUTHOR = {Joshua D. Knowles and David W. Corne and Martin J. Oates}, ADDRESS = {Berlin}, BOOKTITLE = {Proceedings of the Sixth International Conference on Parallel Problem Solving from Nature (PPSN VI)}, KEY = {Knowles et al., 2000c}, MONTH = {September}, PAGES = {869--878}, EDITOR = {Marc Schoenauer and Kalyanmoy Deb and G\"{u}nter Rudolph and Xin Yao and Evelyne Lutton and Juan Julian Merelo and Hans-Paul Schwefel}, publisher = {Springer}, TITLE = {On the {A}ssessment of {M}ultiobjective {A}pproaches to the {A}daptive {D}istributed {D}atabase {M}anagement {P}roblem}, YEAR = {2000} } @inproceedings{Knowles00d, AUTHOR = {Joshua D. Knowles and David W. Corne and Martin J. Oates}, ADDRESS = {Berlin}, BOOKTITLE = {Proceedings of the Sixth International Conference on Parallel Problem Solving from Nature (PPSN VI)}, KEY = {Knowles et al., 2000d}, MONTH = {September}, PAGES = {839--848}, publisher = {Springer}, TITLE = {The {P}areto-{E}nvelope based {S}election {A}lgorithm for {M}ultiobjective {O}ptimization}, YEAR = {2000} } @article{Knowles00e, author = {Joshua D. Knowles and Martin J. Oates and David W. Corne}, title = {Multiobjective {E}volutionary {A}lgorithms {A}pplied to two {P}roblems in {T}elecommunications}, journal = {BT Technology Journal}, volume = {18}, number = {4}, pages = {51--64}, month = {October}, year = {2000} } @incollection{Knowles01, author = {Joshua D. Knowles and Richard A. Watson and David W. Corne}, key = {Knowles et al., 2001}, booktitle = {First International Conference on Evolutionary Multi-Criterion Optimization}, title = {Reducing {L}ocal {O}ptima in {S}ingle-{O}bjective {P}roblems by {M}ulti-objectivization}, editor = {Eckart Zitzler and Kalyanmoy Deb and Lothar Thiele and Carlos A. Coello Coello and David Corne}, publisher = {Springer-Verlag. Lecture Notes in Computer Science No. 1993}, pages = {268--282}, year = {2001} } @inproceedings{Knowles01a, author = {Joshua D. Knowles and David W. Corne}, title = {Benchmark {P}roblem {G}enerators and {R}esults for the {M}ultiobjective {D}egree-{C}onstrained {M}inimum {S}panning {T}ree {P}roblem}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2001)}, editor = {Lee Spector and Erik D. Goodman and Annie Wu and W.B. Langdon and Hans-Michael Voigt and Mitsuo Gen and Sandip Sen and Marco Dorigo and Shahram Pezeshk and Max H. Garzon and Edmund Burke}, pages = {424--431}, publisher = {Morgan Kaufmann Publishers}, address = {San Francisco, California}, year = {2001} } @inproceedings{Knowles01b, author = {Joshua D. Knowles and David W. Corne}, title = {A {C}omparative {A}ssessment of {M}emetic, {E}volutionary, and {C}onstructive {A}lgorithms for the {M}ultiobjective $d$-{MST} {P}roblem}, booktitle = {2001 Genetic and Evolutionary Computation Conference. Workshop Program}, address = {San Francisco, California}, pages = {162--167}, month = {July}, year = {2001} } @inproceedings{Knowles01c, author = {Joshua D. Knowles and David W. Corne}, title = {A {C}omparison of {E}ncodings and {A}lgorithms for {M}ultiobjective {M}inimum {S}panning {T}ree {P}roblems}, booktitle = {Proceedings of the Congress on Evolutionary Computation 2001 (CEC'2001)}, publisher = {IEEE Service Center}, address = {Piscataway, New Jersey}, month = {May}, volume = {1}, pages = {544--551}, year = {2001} } @phdthesis{Knowles02, author = {Joshua D. Knowles}, address = {Reading, UK}, key = {Knowles, 2002}, month = {January}, school = {The University of Reading, Department of Computer Science}, title = {Local-{S}earch and {H}ybrid {E}volutionary {A}lgorithms for {P}areto {O}ptimization}, year = {2002} } @inproceedings{Knowles02a, author = {Joshua Knowles and David Corne}, title = {On {M}etrics for {C}omparing {N}ondominated {S}ets}, booktitle = {Congress on Evolutionary Computation (CEC'2002)}, volume = {1}, address = {Piscataway, New Jersey}, pages = {711--716}, publisher = {IEEE Service Center}, month = {May}, year = {2002} } @article{Knowles02b, author = {Joshua D. Knowles and David W. Corne}, title = {Enumeration of {P}areto optimal {M}ulti-{C}riteria {S}panning {T}rees---{A} {P}roof of the {I}ncorrectness of {Z}hou and {G}en's {P}roposed {A}lgorithm}, journal = {European Journal of Operational Research}, volume = {143}, number = {3}, pages = {543--547}, month = {December}, year = {2002} } @inproceedings{Knowles02c, author = {Joshua Knowles and David Corne}, title = {Towards {L}andscape {A}nalyses to {I}nform the {D}esign of {H}ybrid {L}ocal {S}earch for the {M}ultiobjective {Q}uadratic {A}ssignment {P}roblem}, editor = {A. Abraham and J. Ruiz-del-Solar and M. K\"{o}ppen}, booktitle = {Soft Computing Systems: Design, Management and Applications}, year = {2002}, publisher = {IOS Press}, address = {Amsterdam}, pages = {271--279}, note = {ISBN 1-58603-297-6} } @article{Knowles03, author = {Joshua Knowles and David Corne}, title = {Properties of an {A}daptive {A}rchiving {A}lgorithm for {S}toring {N}ondominated {V}ectors}, journal = {IEEE Transactions on Evolutionary Computation}, volume = {7}, number = {2}, pages = {100--116}, month = {April}, year = {2003} } @inproceedings{Knowles03a, author = {Joshua Knowles and David Corne}, title = {Instance {G}enerators and {T}est {S}uites for the {M}ultiobjective {Q}uadratic {A}ssignment {P}roblem}, booktitle = {Evolutionary Multi-Criterion Optimization. Second International Conference, EMO 2003}, editor = {Carlos M. Fonseca and Peter J. Fleming and Eckart Zitzler and Kalyanmoy Deb and Lothar Thiele}, publisher = {Springer. Lecture Notes in Computer Science. Volume 2632}, pages = {295--310}, address = {Faro, Portugal}, month = {April}, year = {2003} } @inproceedings{Knowles03b, author = {Joshua D. Knowles and David W. Corne and Mark Fleischer}, title = {Bounded {A}rchiving using the {L}ebesgue {M}easure}, booktitle = {Proceedings of the 2003 Congress on Evolutionary Computation (CEC'2003)}, pages = {2490--2497}, volume = {4}, publisher = {IEEE Press}, month = {December}, address = {Canberra, Australia}, year = {2003} } @inproceedings{Knowles04, author = {Joshua Knowles and David Corne}, title = {Bounded {P}areto {A}rchiving: {T}heory and {P}ractice}, booktitle = {Metaheuristics for Multiobjective Optimisation}, editor = {Xavier Gandibleux and Marc Sevaux and Kenneth S\"{o}rensen and Vincent T'kindt}, pages = {39--64}, publisher = {Springer. Lecture Notes in Economics and Mathematical Systems Vol. 535}, address = {Berlin}, year = {2004} } @TechReport{Knowles04a, author = {Joshua Knowles}, title = {{ParEGO}: {A} {H}ybrid {A}lgorithm with {O}n-line {L}andscape {A}pproximation for {E}xpensive {M}ultiobjective {O}ptimization {P}roblems}, institution = {University of Manchester}, year = {2004}, number = {TR-COMPSYSBIO-2004-01}, month = {September} } @inproceedings{Knowles05, author = {Joshua Knowles and Evan J. Hughes}, title = {Multiobjective {O}ptimization on a {B}udget of 250 {E}valuations}, booktitle = {Evolutionary Multi-Criterion Optimization. Third International Conference, EMO 2005}, editor = {Carlos A. {Coello Coello} and Arturo {Hern\'{a}ndez Aguirre} and Eckart Zitzler}, publisher = {Springer. Lecture Notes in Computer Science Vol. 3410}, pages = {176--190}, address = {Guanajuato, M\'{e}xico}, month = {March}, year = {2005} } @incollection{Knowles05a, author = {Joshua Knowles and David Corne}, title = {Memetic {A}lgorithms for {M}ultiobjective {O}ptimization: {I}ssues, {M}ethods and {P}rospects}, booktitle = {Recent Advances in Memetic Algorithms}, editor = {William E. Hart and N. Krasnogor and J.E. Smith}, pages = {313--352}, publisher = {Springer. Studies in Fuzziness and Soft Computing, Vol. 166}, year = {2005} } @inproceedings{Knowles05b, author = {Joshua Knowles}, title = {A summary-attainment-surface plotting method for visualizing the performance of stochastic multiobjective optimizers}, booktitle = {Fifth International Conference on Intelligent Systems Design and Applications (ISDA'2005)}, pages = {552--557}, publisher = {IEEE}, year = {2005} } @article{Knowles06, author = {Joshua Knowles}, title = {Par{EGO}: {A} {H}ybrid {A}lgorithm {W}ith {O}n-{L}ine {L}andscape {A}pproximation for {E}xpensive {M}ultiobjective {O}ptimization {P}roblems}, journal = {IEEE Transactions on Evolutionary Computation}, volume = {10}, number = {1}, pages = {50--66}, month = {February}, year = {2006} } @TechReport{Knowles06a, author = {Joshua Knowles and Lothar Thiele and Eckart Zitzler}, title = {A {T}utorial on the {P}erformance {A}ssessment of {S}tochastic {M}ultiobjective {O}ptimizers}, institution = {Computer Engineering and Networks Laboratory (TIK), ETH Zurich, Switzerland}, year = {2006}, type = {214}, month = {feb}, note = {revised version} } @inproceedings{Knowles07, author = {Joshua Knowles and David Corne}, title = {Quantifying the {E}ffects of {O}bjective {S}pace {D}imension in {E}volutionary {M}ultiobjective {O}ptimization}, booktitle = {Evolutionary Multi-Criterion Optimization, 4th International Conference, EMO 2007}, editor = {Shigeru Obayashi and Kalyanmoy Deb and Carlo Poloni and Tomoyuki Hiroyasu and Tadahiko Murata}, pages = {757--771}, publisher = {Springer. Lecture Notes in Computer Science Vol. 4403}, address = {Matshushima, Japan}, month = {March}, year = {2007} } @book{Knowles08, editor = {Joshua Knowles and David Corne and Kalyanmoy Deb}, title = {Multiobjective Problem Solving from Nature. From Concepts to Applications}, publisher = {Springer}, address = {Berlin}, year = {2008}, note = {ISBN 978-3-540-72963-1} } @incollection{Knowles08a, author = {Joshua Knowles and David Corne and Kalyanmoy Deb}, title = {Introduction: {P}roblem {S}olving, {EC} and {EMO}}, booktitle = {Multi-Objective Problem Solving from Nature: From Concepts to Applications}, editor = {Joshua Knowles and David Corne and Kalyanmoy Deb}, pages = {1--28}, publisher = {Springer}, year = {2008}, address = {Berlin}, note = {ISBN 978-3-540-72963-1} } @incollection{Knowles08b, author = {Joshua Knowles and Hirotaka Nakayama}, title = {{Meta-Modeling in Multiobjective Optimization}}, booktitle = {Multiobjective Optimization. Interactive and Evolutionary Approaches}, editor = {J\"{u}rgen Branke and Kalyanmoy Deb and Kaisa Miettinen and Roman Slowinski}, pages = {245--284}, publisher = {Springer. Lecture Notes in Computer Science Vol. 5252}, address = {Berlin, Germany}, year = {2008} } @incollection{Knowles09, author = {Joshua Knowles and David Corne and Alan Reynolds}, title = {{Noisy Multiobjective Optimization on a Budget of 250 Evaluations}}, booktitle = {Evolutionary Multi-Criterion Optimization. 5th International Conference, EMO 2009}, publisher = {Springer. Lecture Notes in Computer Science Vol. 5467}, year = {2009}, editor = {Matthias Ehrgott and Carlos M. Fonseca and Xavier Gandibleux and Jin-Kao Hao and Marc Sevaux}, pages = {36--50}, address = {Nantes, France}, month = {April} } @article{Knowles09a, author = {Joshua Knowles}, title = {{Closed-Loop Evolutionary Multiobjective Optimization}}, journal = {IEEE Computational Intelligence Magazine}, volume = {4}, number = {3}, pages = {77--91}, month = {August}, year = {2009} } @article{Kobayashi96, author = {Shigenobu Kobayashi and Koji Yoshida and Masayuki Asada}, journal = {Journal of the Japanese Society for Artificial Intelligence}, volume = {11}, number = {5}, pages = {725--732}, title = {Generating a {S}et of {P}areto {O}ptimal {D}ecision {T}rees by {G}enetic {A}lgorithms}, month = {September}, year = {1996} } @inproceedings{Kobayashi07, author = {Kenji Kobayashi and Tomoyuki Hiroyasu and Mitsunori Miki}, title = {Mechanism of {M}ulti-{O}bjective {G}enetic {A}lgorithm for {M}aintaining the {S}olution {D}iversity {U}sing {N}eural {N}etwork}, booktitle = {Evolutionary Multi-Criterion Optimization, 4th International Conference, EMO 2007}, editor = {Shigeru Obayashi and Kalyanmoy Deb and Carlo Poloni and Tomoyuki Hiroyasu and Tadahiko Murata}, pages = {216--226}, publisher = {Springer. Lecture Notes in Computer Science Vol. 4403}, address = {Matshushima, Japan}, month = {March}, year = {2007} } @article{Kobayashi09, author = {M. H. Kobayashi and H-T. C. Pedro and R. M. Kolonay and G. W. Reich}, title = {{On a cellular division method for aircraft structural design}}, journal = {Aeronautical Journal}, volume = {113}, number = {1150}, pages = {821--831}, month = {December}, year = {2009} } @article{Kobravi09, author = {Keyhan Kobravi and Shaahin Filizadeh}, title = {An adaptive multi-modal optimization algorithm for simulation-based design of power-electronic circuits}, journal = {Engineering Optimization}, volume = {41}, number = {10}, pages = {945--969}, month = {October}, year = {2009} } @inproceedings{Koch02, author = {Thomas E. Koch and Andreas Zell}, title = {{MOCS}: {M}ulti-{O}bjective {C}lustering {S}election {E}volutionary {A}lgorithm}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2002)}, editor = {W.B. Langdon and E. Cant\'{u}-Paz and K. Mathias and R. Roy and D. Davis and R. Poli and K. Balakrishnan and V. Honavar and G. Rudolph and J. Wegener and L. Bull and M.A. Potter and A.C. Schultz and J.F. Miller and E. Burke and N. Jonoska}, pages = {423--430}, publisher = {Morgan Kaufmann Publishers}, address = {San Francisco, California}, month = {July}, year = {2002} } @inproceedings{Koch09, author = {Patrick Koch and Oliver Kramer and G\"{u}nter Rudolph and Nicola Beume}, title = {{On the hybridization of SMS-EMOA and local search for continuous multiobjective optimization}}, booktitle = {2009 Genetic and Evolutionary Computation Conference (GECCO'2009)}, address = {Montreal, Canada}, publisher = {ACM Press}, pages = {603--610}, month = {July 8--12}, year = {2009}, note = {ISBN 978-1-60558-325-9} } @inproceedings{Kodali08, author = {Shyam Prasad Kodali and Rajesh Kudikala and Kalyanmoy Deb}, title = {{Multi-Objective Optimization of Surface Grinding Process Using NSGA II}}, booktitle = {First International Conference on Emerging Trends in Engineering and Technology 2008. (ICETET'08)}, pages = {763--767}, publisher = {IEEE Computer Society}, address = {Washington, DC, USA}, month = {July 16-18}, year = {2008} } @inproceedings{Koduru04, author = {Praveen Koduru and Sanjoy Das and Stephen Welch and Judith L. Roe}, title = {Fuzzy {D}ominance {B}ased {M}ulti-objective {GA}-{S}implex {H}ybrid {A}lgorithms {A}pplied to {G}ene {N}etwork {M}odels}, booktitle = {Genetic and Evolutionary Computation--GECCO 2004. Proceedings of the Genetic and Evolutionary Computation Conference. Part I}, editor = {Kalyanmoy Deb et al.}, pages = {356--367}, publisher = {Springer-Verlag, Lecture Notes in Computer Science Vol. 3102}, address = {Seattle, Washington, USA}, month = {June}, year = {2004} } @inproceedings{Koduru04a, author = {Praveen Koduru and Sanjoy Das and Stephen Welch and Judith L. Roe}, title = {A {M}ulti-objective {GA}-{S}implex {H}ybrid {A}pproach for {G}ene {R}egulatory {N}etwork {M}odels}, booktitle = {2004 Congress on Evolutionary Computation (CEC'2004)}, publisher = {IEEE Service Center}, volume = {2}, pages = {2084--2091}, address = {Portland, Oregon, USA}, month = {June}, year = {2004} } @inproceedings{Koduru05, author = {Praveen Koduru and Sanjoy Das and Stephen Welch and Judith L. Roe and Zenaida P. Lopez-Dee}, title = {A {C}o-evolutionary {H}ybrid {A}lgorithm for {M}ulti-{O}bjective {O}ptimization of {G}ene {R}egulatory {N}etwork {M}odels}, booktitle = {2005 Genetic and Evolutionary Computation Conference (GECCO'2005)}, editor = {Hans-Georg Beyer et al.}, pages = {393--399}, publisher = {ACM Press}, volume = {1}, address = {New York, USA}, month = {June}, year = {2005} } @inproceedings{Koduru07, author = {Praveen Koduru and Sanjoy Das and Stephen M. Welch}, title = {Multi-{O}bjective {H}ybrid {PSO} {U}sing $\epsilon$-{F}uzzy {D}ominance}, booktitle = {2007 Genetic and Evolutionary Computation Conference (GECCO'2007)}, editor = {Dirk Thierens}, pages = {853--860}, volume = {1}, publisher = {ACM Press}, address = {London, UK}, month = {July}, year = {2007} } @article{Koduru08, author = {Praveen Koduru and Sanjoy Das and Stephen M. Welch and Judith L. Roe and Erika Charbit}, title = {{A Multiobjective Evolutionary-Simplex Hybrid Approach for the Optimization of Differential Equation Models of Gene Networks}}, journal = {IEEE Transactions on Evolutionary Computation}, volume = {12}, number = {5}, pages = {572--590}, month = {October}, year = {2008} } @article{Koekalan07, author = {Murat Koekalan and Selcen (Pamuk) Phelps}, title = {An evolutionary metaheuristic for approximating preference-nondominated solutions}, journal = {Informs Journal on Computing}, volume = {19}, number = {2}, pages = {291--301}, month = {Spring}, year = {2007} } @inproceedings{Koizumi06, author = {Naoki Koizumi and Ikuo Yoshihara and Kunihito Yamamori and Moritoshi Yasunaga}, title = {Enhancement of the {V}ariable-{L}ength-{T}ransmission-{L}ine {D}esign method for multi-point optimization}, booktitle = {2006 IEEE Congress on Evolutionary Computation (CEC'2006)}, pages = {449--455}, publisher = {IEEE}, address = {Vancouver, BC, Canada}, month = {July}, year = {2006} } @article{Koktener00, author = {Esra K\"{o}ktener Karasakal and Murat K\"{o}ksalan}, title = {A {S}imulated {A}nnealing {A}pproach to {B}icriteria {S}cheduling {P}roblems on a {S}ingle {M}achine}, journal = {Journal of Heuristics}, volume = {6}, number = {3}, pages = {311--327}, month = {August}, year = {2000} } @inproceedings{Kokolo01, author = {Ikeda Kokolo and Kita Hajime and Kobayashi Shigenobu}, title = {Failure of {P}areto-based {MOEA}s: {D}oes {N}on-dominated {R}eally {M}ean {N}ear to {O}ptimal?}, booktitle = {Proceedings of the Congress on Evolutionary Computation 2001 (CEC'2001)}, publisher = {IEEE Service Center}, address = {Piscataway, New Jersey}, month = {May}, volume = {2}, pages = {957--962}, year = {2001} } @article{Koksalan10, author = {Murat Koksalan and Ibrahim Karahan}, title = {{An Interactive Territory Defining Evolutionary Algorithm: iTDEA}}, journal = {IEEE Transactions on Evolutionary Computation}, volume = {14}, number = {5}, pages = {702--722}, month = {October}, year = {2010} } @ARTICLE{Koksoy08, author = {Onur Koksoy and Tankut Yalcinoz}, title = {{Robust Design using Pareto type optimization: A genetic algorithm with arithmetic crossover}}, journal = {Computers \& Industrial Engineering}, volume = {55}, number = {1}, pages = {208--218}, month = {August}, year = {2008} } @inproceedings{Kollat05, author = {Joshua B. Kollat and Patrick M. Reed}, title = {The {V}alue of {O}nline {A}daptive {S}earch: {A} {P}erformance {C}omparison of {NSGAII}, $\varepsilon$-{NSGAII} and $\varepsilon${MOEA}}, booktitle = {Evolutionary Multi-Criterion Optimization. Third International Conference, EMO 2005}, editor = {Carlos A. {Coello Coello} and Arturo {Hern\'{a}ndez Aguirre} and Eckart Zitzler}, publisher = {Springer. Lecture Notes in Computer Science Vol. 3410}, pages = {386--398}, address = {Guanajuato, M\'{e}xico}, month = {March}, year = {2005} } @article{Kollat06, author = {Joshua B. Kollat and Patrick M. Reed}, title = {Comparing state-of-the-art evolutionary multi-objective algorithms for long-term groundwater monitoring design}, journal = {Advances in Water Resources}, volume = {29}, number = {6}, pages = {792--807}, month = {June}, year = {2006} } @article{Kollat07, author = {J.B. Kollat and P.M. Reed}, title = {A computational scaling analysis of multiobjective evolutionary algorithms in long-term groundwater monitoring applications}, journal = {Advances in Water Resources}, volume = {30}, number = {3}, pages = {408--419}, month = {March}, year = {2007} } @article{Kollat07a, author = {Joshua B. Kollat and Patrick Reed}, title = {A framework for visually interactive decision-making and design using evolutionary multi-objective optimization ({VIDEO})}, journal = {Environmental Modelling \& Software}, volume = {22}, number = {12}, pages = {1691--1704}, month = {December}, year = {2007} } @ARTICLE{Kollat08, author = {J.B. Kollat and P.M. Reed and J. R. Kasprzyk}, title = {{A new epsilon-dominance hierarchical Bayesian optimization algorithm for large multiobjective monitoring network design problems}}, journal = {Advances in Water Resources}, volume = {31}, number = {5}, pages = {828--845}, month = {May}, year = {2008} } @article{Kollat11, author = {J.B. Kollat and P.M. Reed and R.M. Maxwell}, title = {{Many-Objective Groundwater Monitoring Network Design Using Bias-Aware Ensemble Kalman Filtering, Evolutionary Optimization, and Visual Analytics}}, journal = {Water Resources Research}, volume = {47}, number = {W02529}, month = {February 18}, year = {2011} } @inproceedings{Kolonko97, author = {Michael Kolonko and Stefan Voget}, booktitle = {Tagungsband der Fuzzy-Neuro-Systeme}, key = {Kolonko \& Voget, 1997}, title = {Multidimensional {O}ptimization with {G}enetic {A}lgorithms using {F}uzzy {F}itness {F}unctions}, year = {1997} } @inproceedings{Kolossa00, author = {Dorothea Kolossa and Georg Gr\"{u}bel}, title = {Evolutionary {C}omputation and {N}onlinear {P}rogramming in {M}ulti-model-robust {C}ontrol {D}esign}, booktitle = {Proceedings of Real World Applications of Evolutionary Computing. EvoWorkshops 2000: EvoIASP, EvoSCONDI, EvoTel, EvoSTIM, EvoRob, and EvoFlight}, editor = {Stefano Cagnoni et al.}, pages = {147--157}, publisher = {Springer. 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Jain}, publisher = {Springer. Lecture Notes on Computer Science Vol. 2773}, pages = {379--385}, address = {Oxford, UK}, month = {September}, year = {2003} } @inproceedings{Koppen03a, author = {Mario K\"{o}ppen and Katrin Franke and Bertram Nickolay}, title = {Fuzzy-{P}areto-{D}ominance {D}riven {M}ultiobjective {G}enetic {A}lgorithm}, booktitle = {Proceedings of the 10th IFSA World Congress (IFSA 2003)}, pages = {450--453}, address = {Istanbul, Turkey}, month = {June}, year = {2003} } @inproceedings{Koppen05, author = {Mario K\"{o}ppen and Raul Vicente-Garcia and Betram Nickolay}, title = {Fuzzy-{P}areto-{D}ominance and {I}ts {A}pplication in {E}volutionary {M}ulti-objective {O}ptimization}, booktitle = {Evolutionary Multi-Criterion Optimization. Third International Conference, EMO 2005}, editor = {Carlos A. {Coello Coello} and Arturo {Hern\'{a}ndez Aguirre} and Eckart Zitzler}, publisher = {Springer. Lecture Notes in Computer Science Vol. 3410}, pages = {399--412}, address = {Guanajuato, M\'{e}xico}, month = {March}, year = {2005} } @inproceedings{Koppen05a, author = {Mario K\"{o}ppen and Raul Vicente-Garcia and Bertram Nickolay}, title = {{The PARETO-Box Problem for the Modelling of Evolutionary Multiobjective Optimization Algorithms}}, booktitle = {Adaptive and Natural Computing Algorithms}, pages = {194--197}, editor = {Bernardete Ribeiro and Rudolf F. Albrecht and Andrej Dobnikar and David W. Pearson and Nigel C. Steele}, publisher = {Springer}, address = {Coimbra, Portugal}, month = {March}, year = {2005} } @inproceedings{Koppen07, author = {Mario K\"{o}ppen and Kaori Yoshida}, title = {Substitute {D}istance {A}ssignments in {NSGA-II} for {H}andling {M}any-{O}bjective {O}ptimization {P}roblems}, booktitle = {Evolutionary Multi-Criterion Optimization, 4th International Conference, EMO 2007}, editor = {Shigeru Obayashi and Kalyanmoy Deb and Carlo Poloni and Tomoyuki Hiroyasu and Tadahiko Murata}, pages = {727--741}, publisher = {Springer. Lecture Notes in Computer Science Vol. 4403}, address = {Matshushima, Japan}, month = {March}, year = {2007} } @inproceedings{Koppen07a, author = {Mario K\"{o}ppen and Kaori Yoshida}, title = {Many-{O}bjective {P}article {S}warm {O}ptimization by {G}radual {L}eader {S}election}, booktitle = {Adaptive and Natural Computing Algorithms, 8th International Conference, ICANNGA 2007, Part I}, editor = {Bartlomiej Beliczynski and Andrzej Dzielinski and Marcin Iwanowski and Bernardete Ribeiro}, pages = {323--331}, publisher = {Springer-Verlag. 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Second International Conference, EMO 2003}, editor = {Carlos M. Fonseca and Peter J. Fleming and Eckart Zitzler and Kalyanmoy Deb and Lothar Thiele}, publisher = {Springer. Lecture Notes in Computer Science. Volume 2632}, pages = {192--206}, address = {Faro, Portugal}, month = {April}, year = {2003} } @inproceedings{Koszelew11, author = {Jolanta Koszelew and Krzysztof Ostrowski}, title = {{A Memetic Algorithm for Routing in Urban Public Transportation Networks}}, booktitle = {Adaptive and Intelligent Systems, Second International Conference, ICAIS 2011}, editor = {Abdelhamid Bouchachia}, pages = {368--380}, publisher = {Springer. 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Lecture Notes in Computer Science Vol. 1803}, address = {Edinburgh, Scotland}, month = {April}, year = {2000} } @article{Koulouridis07, author = {Stavros Koulouridis and Dimitris Psychoudakis and John L. Volakis}, title = {Multiobjective {O}ptimal {A}ntenna {D}esign {B}ased on {V}olumetric {M}aterial {O}ptimization}, journal = {IEEE Transactions on Antennas and Propagation}, volume = {55}, number = {3}, pages = {594--603}, month = {March}, year = {2007} } @article{Koukouvinos08, author = {Christos Koukouvinos and Kalliopi Mylona and Dimitris E. Simos}, title = {{E(s(2))-optimal and minimax-optimal cyclic supersaturated designs via multi-objective simulated annealing}}, journal = {Journal of Statistical Planning and Inference}, volume = {138}, number = {6}, pages = {1639--1646}, month = {July 1}, year = {2008} } @article{Koussis10, author = {A.D. Koussis and E. Georgopoulou and A. Kotronarou and D.P. Lalas and P. Restrepo and G. Destouni and C. Prieto and J.J. Rodriguez and J. Rodriguez-Mirasol and T. Cordero and A. Gomez-Gotor}, title = {{Cost-efficient Management of Coastal Aquifers Via Recharge with Treated Wastewater and Desalination of Brackish Groundwater: General Framework}}, journal = {Hydrological Sciences Journal--Journal Des Sciences Hydrologiques}, volume = {55}, number = {7}, pages = {1217--1233}, year = {2010} } @inproceedings{Kowalczuk06, author = {Z. Kowalczuk and T. Bialaszewski}, title = {Improving evolutionary multi-objective optimization using genders}, booktitle = {Artificial Intelligence and Soft Computing - ICAISC 2006}, pages = {390--399}, publisher = {Springer, Lecture Notes in Computer Science Vol. 4029}, year = {2006} } @incollection{Koza05, author = {John R. Koza and Lee W. Jones and Martin A. Keane and Matthew J. Streeter and Sameer H. Al-Sakran}, title = {{Toward Automated Design of Industrial-Strength Analog Circuits by Means of Genetic Programming}}, booktitle = {Genetic Programming Theory and Practice II}, editor = {Una-May O'Reilly and Tina Yu and Rick Riolo and Bill Worzel}, pages = {120--142}, publisher = {Springer}, address = {New York, USA}, year = {2005} } @article{Kozlovskaya00, author = {E. 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El-Sharkawi and Mohamed Akherraz}, title = {Multi {O}bjective {P}article {S}warm {O}ptimization {T}echnique for {R}eactive {P}ower {P}lanning}, booktitle = {2006 Swarm Intelligence Symposium (SIS'06)}, pages = {170--174}, publisher = {IEEE Press}, address = {Indianapolis, Indiana, USA}, month = {May}, year = {2006} } @inproceedings{Krami08, author = {Nissrine Krami and Mohamed A. El-Sharkawi and Mohamed Akherraz}, title = {{Pareto Multiobjective Optimization Technique for Reactive Power Planning}}, booktitle = {2008 IEEE Power and Energy Society General Meeting - Conversion and Delivery of Electrical Energy in the 21st Century}, pages = {1--6}, publisher = {IEEE Press}, month = {July}, year = {2008} } @phdthesis{Krasny05, author = {Darren Paul Krasny}, title = {Evolving Dynamic Maneuvers in a Quadruped Robot}, school = {The Ohio State University}, address = {USA}, year = {2005} } @article{Krasny10, author = {Darren P. Krasny and David E. 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Mallikarjuna Rao}, title = {Multi-objective optimisation of surface grinding operations using scatter search approach}, journal = {International Journal of Advanced Manufacturing Technology}, volume = {29}, number = {5}, pages = {475--480}, month = {June}, year = {2006} } @incollection{Krishnanand11, author = {K.N. Krishnanand and D. Ghose}, title = {{Glowworm Swarm Optimization for Multimodal Search Spaces}}, booktitle = {Handbook of Swarm Intelligence. Concepts, Principles and Applications}, editor = {Bijaya Ketan Panigrahi and Yuhui Shi and Meng-Hiot Lim}, pages = {451--467}, publisher = {Springer-Verlag}, address = {Berlin, Germany}, year = {2011}, note = {ISBN 978-3-642-17389-9} } @inproceedings{Krishnanand11a, author = {K. R. Krishnanand and Bijaya Ketan Panigrahi and P. K. Rout and Ankita Mohapatra}, title = {{Application of Multi-Objective Teaching-Learning-Based Algorithm to an Economic Load Dispatch Problem with Incommensurable Objectives}}, booktitle = {Swarm, Evolutionary, and Memetic Computing, Second International Conference, SEMCCO 2011}, editor = {Bijaya Ketan Panigrahi and Ponnuthurai Nagaratnam Suganthan and Swagatam Das and Suresh Chandra Satapathy}, pages = {697--697}, publisher = {Springer. Lecture Notes in Computer Science Vol. 7076}, address = {Visakhapatnam, Andhra Pradesh, India}, month = {December 19-21}, year = {2011} } @incollection{Krmicek06, author = {Vojtech Krmicek and Mich\`{e}le Sebag}, title = {Functional {B}rain {I}maging with {M}ulti-objective {M}ulti-modal {E}volutionary {O}ptimization}, booktitle = {Parallel Problem Solving from Nature - PPSN IX, 9th International Conference}, editor = {Thomas Philip Runarsson and Hans-Georg Beyer and Edmund Burke and Juan J. Merelo-Guerv\'{o}s and L. Darrell Whitley and Xin Yao}, pages = {382--391}, publisher = {Springer. Lecture Notes in Computer Science Vol. 4193}, address = {Reykjavik, Iceland}, month = {September}, year = {2006} } @INPROCEEDINGS{Kronfeld10, author = {Marcel Kronfeld and Andreas Zell}, title = {{Towards scalability in niching methods}}, booktitle = {2010 IEEE Congress on Evolutionary Computation (CEC'2010)}, pages = {4409--4416}, publisher = {IEEE Press}, address = {Barcelona, Spain}, month = {July 18--23}, year = {2010} } @inproceedings{Kruisselbrink08, author = {Johannes W. Kruisselbrink and Thomas B\"{a}ck and Ad P. IJzerman and Eelke {van der Horst}}, title = {{Evolutionary Algorithms for Automated Drug Design Towards Target Molecule Properties}}, booktitle = {2008 Genetic and Evolutionary Computation Conference (GECCO'2008)}, pages = {1555--1562}, publisher = {ACM Press}, address = {Atlanta, USA}, month = {July}, year = {2008}, note = {ISBN 978-1-60558-131-6} } @incollection{Kruisselbrink09, author = {Johannes W. Kruisselbrink and Michael T.M. Emmerich and Thomas B\"{a}ck and Andreas Bender and Ad P. IJzerman and Eelke {van der Horst}}, title = {{Combining Aggregation with Pareto Optimization: A Case Study in Evolutionary Molecular Design}}, booktitle = {Evolutionary Multi-Criterion Optimization. 5th International Conference, EMO 2009}, publisher = {Springer. Lecture Notes in Computer Science Vol. 5467}, year = {2009}, editor = {Matthias Ehrgott and Carlos M. Fonseca and Xavier Gandibleux and Jin-Kao Hao and Marc Sevaux}, pages = {453--467}, address = {Nantes, France}, month = {April} } @inproceedings{Kruisselbrink09a, author = {Johannes W. Kruisselbrink and Alexander Aleman and Michael T. M. Emmerich and Ad P. IJzerman and Andreas Bender and Thomas B\"{a}ck and Eelke {van der Horst}}, title = {{Enhancing search space diversity in multi-objective evolutionary drug molecule design using niching}}, booktitle = {2009 Genetic and Evolutionary Computation Conference (GECCO'2009)}, address = {Montreal, Canada}, publisher = {ACM Press}, pages = {217--224}, month = {July 8--12}, year = {2009}, note = {ISBN 978-1-60558-325-9} } @incollection{Kshetrapalapuram05, author = {K.K. Kshetrapalapuram and M. Kirley}, title = {Mining classification rules using evolutionary multi-objective algorithms}, booktitle = {Knowledge-Based Intelligent Information and Engineering Systems, Part 3, Proceedings}, pages = {959--965}, publisher = {Springer. Lecture Notes in Artificial Intelligence Vol. 3683}, year = {2005} } @inproceedings{Kubalik08, author = {Jiri Kubalik and Richard Mordinyi and Stefan Biffl}, title = {{Multiobjective Prototype Optimization with Evolved Improvement Steps}}, booktitle = {Evolutionary Computation in Combinatorial Optimization, 8th European Conference, EvoCOP 2008}, editor = {Jano {van Hemert} and Carlos Cotta}, pages = {218--229}, publisher = {Springer. Lecture Notes in Computer Science Vol. 4972}, address = {Naples, Italy}, month = {March}, year = {2008} } @article{Kubalik10, author = {Jiri Kubalik and Pavel Tichy and Radek Sindelar and Raymond J. Staron}, title = {{Clustering Methods for Agent Distribution Optimization}}, journal = {IEEE Transactions on Systems Man and Cybernetics Part C-Applications and Reviewa}, volume = {40}, number = {1}, pages = {78--86}, month = {January}, year = {2010}, } @incollection{Kubota06, author = {Naoyuki Kubota}, title = {Multi-{O}bjective {D}esign of {N}euro-{F}uzzy {C}ontrollers for {R}obot {B}ehavior {C}oordination}, booktitle = {Multi-Objective Machine Learning}, editor = {Yaochu Jin}, pages = {557--584}, publisher = {Springer. Studies in Computational Intelligence, Volume 16}, address = {Berlin}, year = {2006} } @article{Kudikala09, author = {Rajesh Kudikala and Kalyanmoy Deb and Bishakh Bhattacharya}, title = {{Multi-Objective Optimization of Piezoelectric Actuator Placement for Shape Control of Plates Using Genetic Algorithms}}, journal = {Journal of Mechanical Design}, volume = {131}, number = {9}, month = {September}, year = {2009}, note = {Article Number: 091007} } @inproceedings{Kukkonen04, author = {Saku Kukkonen and Jouni Lampinen}, title = {{Mechanical Component Design for Multiple Objectives Using Generalized Differential Evolution}}, booktitle = {Adaptive Computing in Design and Manufacture VI}, editor = {I.C. Parmee}, pages = {261--272}, publisher = {Springer}, address = {London}, year = {2004} } @inproceedings{Kukkonen04a, author = {Saku Kukkonen and Jouni Lampinen}, title = {{An Extension of Generalized Differential Evolution for Multi-objective Optimization with Constraints}}, booktitle = {Parallel Problem Solving from Nature - PPSN VIII}, pages = {752--761}, publisher = {Springer-Verlag. Lecture Notes in Computer Science Vol. 3242}, month = {September}, address = {Birmingham, UK}, year = {2004} } @inproceedings{Kukkonen04b, author = {Saku Kukkonen and Jouni Lampinen}, title = {{Comparison of Generalized Differential Evolution to other Multi-Objective Evolutionary Algorithms}}, booktitle = {Proceedings of the 4th European Congress on Computational Methods in Applied Sciences and Engineering (ECCOMAS 2004)}, editor = {P. Neittaanm\"{a}ki and T. Rossi and S. Korotov and E. O\~{n}ate and J. P\'{e}riaux and D. Kn\"{o}rzer}, publisher = {University of Jyv\"{a}skyl\"{a}, Department of Mathematical Information Technology}, address = {Jyv\"{a}skyl\"{a}, Finland}, month = {24-28 July}, year = {2004} } @inproceedings{Kukkonen05, author = {Saku Kukkonen and Jouni Lampinen}, title = {{GDE}3: {T}he third {E}volution {S}tep of {G}eneralized {D}ifferential {E}volution}, booktitle = {2005 IEEE Congress on Evolutionary Computation (CEC'2005)}, pages = {443--450}, volume = {1}, publisher = {IEEE Service Center}, month = {September}, address = {Edinburgh, Scotland}, year= {2005} } @inproceedings{Kukkonen05a, author = {Saku Kukkonen and Jouni Lampinen}, title = {{An Empirical Study of Control Parameters for Generalized Differential Evolution}}, booktitle = {The Sixth Conference on Evolutionary and Deterministic Methods for Design, Optimization and Control with Applications to Industrial and Societal Problems (EUROGEN 2005)}, editor = {R. Schilling and W. Haase and J. Periaux and H. Baier and G. Bugeda}, address = {Munich, Germany}, month = {12-14 September}, year = {2005} } @incollection{Kukkonen06, author = {Saku Kukkonen and Kalyanmoy Deb}, title = {A {F}ast and {E}ffective {M}ethod for {P}runing of {N}on-dominated {S}olutions in {M}any-{O}bjective {P}roblems}, booktitle = {Parallel Problem Solving from Nature - PPSN IX, 9th International Conference}, editor = {Thomas Philip Runarsson and Hans-Georg Beyer and Edmund Burke and Juan J. Merelo-Guerv\'{o}s and L. Darrell Whitley and Xin Yao}, pages = {553--562}, publisher = {Springer. Lecture Notes in Computer Science Vol. 4193}, address = {Reykjavik, Iceland}, month = {September}, year = {2006} } @inproceedings{Kukkonen06a, author = {Saku Kukkonen and Kalyanmoy Deb}, title = {Improved {P}runing of {N}on-{D}ominated {S}olutions {B}ased on {C}rowding {D}istance for {B}i-{O}bjective {O}ptimization {P}roblems}, booktitle = {2006 IEEE Congress on Evolutionary Computation (CEC'2006)}, pages = {3995--4002}, publisher = {IEEE}, address = {Vancouver, BC, Canada}, month = {July}, year = {2006} } @inproceedings{Kukkonen06b, author = {Saku Kukkonen and Jouni Lampinen}, title = {An {E}mpirical {S}tudy of {C}ontrol {P}arameters for the {T}hird {V}ersion of {G}eneralized {D}ifferential {E}volution ({GDE}3)}, booktitle = {2006 IEEE Congress on Evolutionary Computation (CEC'2006)}, pages = {7355--7362}, publisher = {IEEE}, address = {Vancouver, BC, Canada}, month = {July}, year = {2006} } @inproceedings{Kukkonen07, author = {Saku Kukkonen and Sujit R. Jangam and Nirupam Chakraborti}, title = {Solving {T}he {M}olecular {S}equence {A}lignment {P}roblem with {G}eneralized {D}ifferential {E}volution 3 ({GDE3})}, booktitle = {Proceedings of the 2007 IEEE Symposium on Computational Intelligence in Multicriteria Decision Making (MCDM'2007)}, pages = {302--309}, publisher = {IEEE Press}, address = {Honolulu, Hawaii, USA}, month = {April}, year = {2007} } @inproceedings{Kukkonen07a, author = {Saku Kukkonen and Jouni Lampinen}, title = {{Performance Assessment of Generalized Differential Evolution 3 (GDE3) with a Given Set of Problems}}, booktitle = {2007 IEEE Congress on Evolutionary Computation (CEC'2007)}, pages = {3593--3600}, publisher = {IEEE Press}, address = {Singapore}, month = {September}, year = {2007} } @inproceedings{Kukkonen07b, author = {Saku Kukkonen and Jouni Lampinen}, title = {{Ranking-Dominance and Many-Objective Optimization}}, booktitle = {2007 IEEE Congress on Evolutionary Computation (CEC'2007)}, pages = {3983--3990}, publisher = {IEEE Press}, address = {Singapore}, month = {September}, year = {2007} } @incollection{Kukkonen08, author = {Saku Kukkonen and Jouni Lampinen}, title = {{Generalized Differential Evolution for Constrained Multi-Objective Optimization}}, booktitle = {Multi-Objective Optimization in Computational Intelligence: Theory and Practice}, editor = {Lam Thu Bui and Sameer Alam}, pages = {43--75}, publisher = {Information Science Reference}, address = {Hershey, PA, USA}, year = {2008}, note = {ISBN 978-1-59904-498-9} } @inproceedings{Kukkonen09, author = {Saku Kukkonen and Jouni Lampinen}, title = {{Performance Assessment of Generalized Differential Evolution 3 with a Given Set of Constrained Multi-Objective Test Problems}}, booktitle = {2009 IEEE Congress on Evolutionary Computation (CEC'2009)}, publisher = {IEEE Press}, pages = {1943--1950}, address = {Trondheim, Norway}, month = {May}, year = {2009} } @phdthesis{Kukkonen12, author = {Saku Kukkonen}, title = {{Generalized Differential Evolution for Global Multi-Objective Optimization with Constraints}}, school = {Lappeenranta University of Technology}, address = {Lappeeranta, Finland}, month = {May}, year = {2012} } @phdthesis{Kulturel02, author = {Sadan Kulturel-Konak}, title = {Facility {L}ayout and {R}elayout under {U}ncertainty}, school = {Industrial and Systems Engineering Department, Auburn University}, address = {Auburn, Alabama, USA}, month = {May}, year = {2002} } @article{Kulturel06, author = {Sadan Kulturel-Konak and Alice E. Smith and Bryan A. Norman}, title = {Multi-objective tabu search using a multinomial probability mass function}, journal = {European Journal of Operational Research}, pages = {918--931}, volume = {169}, year = {2006} } @inproceedings{Kulturel07, author = {Sadan Kulturel-Konak and David W. Coit}, title = {Determination of {P}runed {P}areto {S}ets for the {M}ulti-{O}bjective {S}ystem {R}edundancy {A}llocation {P}roblem}, booktitle = {Proceedings of the 2007 IEEE Symposium on Computational Intelligence in Multicriteria Decision Making (MCDM'2007)}, pages = {390--394}, publisher = {IEEE Press}, address = {Honolulu, Hawaii, USA}, month = {April}, year = {2007} } @incollection{Kulturel07a, author = {Sadan Kulturel-Konak and Abdullah Konak and David W. Coit}, title = {Multiobjective {M}etaheuristic {A}pproaches to {R}eliability {O}ptimization}, booktitle = {Computational Intelligence in Reliability Engineering. Evolutionary Techniques in Reliability Analysis and Optimization}, editor = {Gregory Levitin}, pages = {37--62}, publisher = {Springer}, address = {Heidelberg}, year = {2007} } @article{Kulturel08, author = {Sadan Kulturel-Konak and David W. Coit and Fatema Baheranwala}, title = {{Pruned Pareto-optimal sets for the system redundancy allocation problem based on multiple prioritized objectives}}, journal = {Journal of Heuristics}, volume = {14}, number = {4}, pages = {335--357}, month = {August}, year = {2008} } @incollection{Kulvanit06, author = {Pasan Kulvanit and Theera Piroonratana and Nachol Chaiyaratana and Djitt Laowattana}, title = {{Evolutionary Multi-objective Optimisation by Diversity Control}}, booktitle = {Computer Science -- Theory and Applications. First International Computer Science Symposium in Russia (CSR 2006)}, editor = {Dima Grigoriev and John Harrison and Edward A. Hirsch}, pages = {447--456}, publisher = {Springer, Lecture Notes in Computer Science, Vol. 3967}, address = {St. Petersburg, Russia}, year = {2006} } @inproceedings{Kulvanit07, author = {P. Kulvanit and N. Chaiyaratana and D. Laowattana}, title = {{Biped Fast Walking Gait Shaping via Evolutionary Multi-Objective Optimization}}, booktitle = {2007 IEEE Congress on Evolutionary Computation (CEC'2007)}, pages = {4019--4026}, publisher = {IEEE Press}, address = {Singapore}, month = {September}, year = {2007} } @inproceedings{Kumar97, author = {Rajeev Kumar and Peter I. Rockett}, booktitle = {Proceedings of the 2nd IEE/IEEE International Conference on Genetic Algorithms in Engineering Systems: Innovations and Applications (GALESIA'97)}, key = {Kumar \& Rockett, 1997}, pages = {19--23}, publisher = {IEE}, month = {September}, address = {Glasgow, Scotland}, title = {Assessing the {C}onvergence of {R}ank-{B}ased {M}ultiobjective {G}enetic {A}lgorithms}, year = {1997} } @inproceedings{Kumar97a, author = {Rajeev Kumar and Peter Rockett}, booktitle = {Proceedings of the Workshop on Statistical Techniques in Pattern Recognition}, key = {Kumar \& Rockett, 1997}, title = {Decomposition of {H}igh {D}imensional {P}attern {S}paces for {H}ierarchical {C}lassification}, month = {June}, address = {Prague, Czech Republic}, year = {1997} } @phdthesis{Kumar97b, author = {Rajeev Kumar}, title = {Feature Selection, Representation and Classification}, school = {University of Sheffield}, address = {Sheffield, UK}, year = {1997} } @article{Kumar98, author = {Rajeev Kumar and Peter Rockett}, journal = {Kybernetika}, title = {Decomposition of {H}igh {D}imensional {P}attern {S}paces for {H}ierarchical {C}lassification}, volume = {34}, number = {4}, pages = {435--442}, year = {1998} } @article{Kumar98a, author = {Rajeev Kumar and Peter Rockett}, journal = {IEEE Transactions on Neural Networks}, key = {Kumar \& Rockett, 1998a}, title = {Multiobjective {G}enetic {A}lgorithm {P}artitioning for {H}ierarchical {L}earning of {H}igh-{D}imensional {P}attern {S}paces: {A} {L}earning-{F}ollows-{D}ecomposition {S}trategy}, volume = {9}, number = {5}, pages = {822--830}, year = {1998} } @inproceedings{Kumar99, author = {Rajeev Kumar and N. Vinay Kumar and I. J. Nagrath}, booktitle = {3rd International Conference on Computational Intelligence and Multimedia Applications }, key = {Kumar et al., 1999}, title = {Object oriented toolkit for multiobjective genetic optimisation}, month = {September}, address = {New Delhi, India}, year = {1999} } @inproceedings{Kumar99a, author = {Rajeev Kumar}, title = {On {G}eneralisation of {M}achine {L}earning with {N}eural-{E}volutionary {C}omputations}, booktitle = {Proceedings of the Third International Conference on Computational Intelligence and Multimedia Applications (ICCIMA'99)}, pages = {112--116}, publisher = {IEEE Computer Society Press}, address = {Los Alamitos, California}, year = {1999} } @inproceedings{Kumar00, AUTHOR = {Rajeev Kumar}, ADDRESS = {Paris, France}, BOOKTITLE = {PPSN/SAB Workshop on Multiobjective Problem Solving from Nature (MPSN)}, KEY = {Kumar, 2000}, MONTH = {September}, TITLE = {Codebook {D}esign for {V}ector {Q}uantisation using {M}ultiobjective {G}enetic {A}lgorithms}, YEAR = {2000} } @inproceedings{Kumar00a, AUTHOR = {Rajeev Kumar and S. Prasanth and M.S. Sudarshan }, ADDRESS = {Paris, France}, BOOKTITLE = {PPSN/SAB Workshop on Multiobjective Problem Solving from Nature (MPSN)}, KEY = {Kumar et al., 2000a}, MONTH = {September}, TITLE = {Topological {D}esign of {M}esh {C}ommunication {N}etworks using {M}ultiobjecitve {G}enetic {O}ptimisation}, YEAR = {2000} } @inproceedings{Kumar00b, author = {Rajeev Kumar and V. Prasanna Krishnan and Kartik S. Santhanakrishnan}, title = {Design of an {O}ptimal {C}ommunication {N}etwork {U}sing {M}ultiobjective {G}enetic {O}ptimization}, booktitle = {Proceedings of the IEEE International Conference on Industrial Technology}, volume = {1}, pages = {515--520}, year = {2000} } @inproceedings{Kumar02, author = {Sujay V. Kumar and S. Ranji Ranjithan}, title = {Evaluation of the {C}onstraint {M}ethod-{B}ased {E}volutionary {A}lgorithm ({CMEA}) for a {T}hree-{O}bjective {O}ptimization {P}roblem}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2002)}, editor = {W.B. Langdon and E. Cant\'{u}-Paz and K. Mathias and R. Roy and D. Davis and R. Poli and K. Balakrishnan and V. Honavar and G. Rudolph and J. Wegener and L. Bull and M.A. Potter and A.C. Schultz and J.F. Miller and E. Burke and N. Jonoska}, pages = {431--438}, publisher = {Morgan Kaufmann Publishers}, address = {San Francisco, California}, month = {July}, year = {2002} } @inproceedings{Kumar02a, author = {Rajeev Kumar and Prajna P. Parida and Mohit Gupta}, title = {Topological {D}esign of {C}ommunication {N}etworks using {M}ultiobjective {G}enetic {O}ptimization}, booktitle = {Congress on Evolutionary Computation (CEC'2002)}, volume = {1}, address = {Piscataway, New Jersey}, pages = {425--430}, publisher = {IEEE Service Center}, month = {May}, year = {2002} } @article{Kumar02b, author = {Rajeev Kumar and Peter Rockett}, title = {Improved {S}ampling of the {P}areto-{F}ront in {M}ultiobjective {G}enetic {O}ptimizations by {S}teady-{S}tate {E}volution: {A} {P}areto {C}onverging {G}enetic {A}lgorithm}, journal = {Evolutionary Computation}, volume = {10}, number = {3}, pages = {283--314}, month = {Fall}, year = {2002} } @phdthesis{Kumar02c, author = {Sujay V. Kumar}, title = {{Vitri - A Generic Framework for Engineering Decision Support Systems on Heterogeneous Computer Networks}}, school = {Department of Civil Engineering, North Carolina State University}, address = {Raleigh, North Carolina, USA}, year = {2002} } @inproceedings{Kumar03, author = {Rajeev Kumar and Peter Rockett}, title = {Evolutionary {M}ultimodal {O}ptimization {R}evisited}, booktitle = {Genetic and Evolutionary Computation---GECCO 2003. Proceedings, Part II}, editor = {Erick Cant\'{u}-Paz et al.}, publisher = {Springer. Lecture Notes in Computer Science Vol. 2724}, pages = {1592--1593}, month = {July}, year = {2003} } @inproceedings{Kumar03a, author = {Rajeev Kumar and Nilanjan Banerjee}, title = {Multicriteria {N}etwork {D}esign {U}sing {E}volutionary {A}lgorithm}, booktitle = {Genetic and Evolutionary Computation---GECCO 2003. Proceedings, Part II}, editor = {Erick Cant\'{u}-Paz et al.}, publisher = {Springer. Lecture Notes in Computer Science Vol. 2724}, pages = {2179--2190}, month = {July}, year = {2003} } @incollection{Kumar04, author = {Rajeev Kumar}, title = {On {M}achine {L}earning with {M}ultiobjective {G}enetic {O}ptimization}, booktitle = {Applications of Multi-Objective Evolutionary Algorithms}, editor = {Carlos A. {Coello Coello} and Gary B. Lamont}, pages = {393--425}, publisher = {World Scientific}, address = {Singapore}, year = {2004} } @inproceedings{Kumar04a, author = {Rajeev Kumar and Peter Rockett}, title = {{Effective Evolutionary Multimodal Optimization by Multiobjective Reformulation Without Explicit Niching/Sharing}}, booktitle = {Applied Computing, Second Asian Applied Computing Conference, AACC 2004}, pages = {1--8}, editor = {Suresh Manandhar and Jim Austin and Uday B. Desai and Yoshio Oyanagi and Asoke K. Talukder}, publisher = {Springer. Lecture Notes in Computer Science Volume 3285}, address = {Kathmandu, Nepal}, month = {October 29-31}, year = {2004} } @incollection{Kumar04b, author = {Rajeev Kumar and P. K. Singh and P. P. Chakrabarti}, title = {{Improved Quality of Solutions for Multiobjective Spanning Tree Problem Using Distributed Evolutionary Algorithm}}, booktitle = {High Performance Computing (HiPC'2004)}, editor = {Luc Boug\'{e} and Viktor K. Prasanna}, pages = {494--503}, publisher = {Springer, Lecture Notes in Computer Science, Vol. 3296}, address = {Bangalore, India}, year = {2004} } @inproceedings{Kumar05, author = {Rajeev Kumar and P.K. Singh and P.P. Chakrabarti}, title = {Multiobjective {EA} {A}pproach for {I}mproved {Q}uality of {S}olutions for {S}panning {T}ree {P}roblem}, booktitle = {Evolutionary Multi-Criterion Optimization. Third International Conference, EMO 2005}, editor = {Carlos A. {Coello Coello} and Arturo {Hern\'{a}ndez Aguirre} and Eckart Zitzler}, publisher = {Springer. Lecture Notes in Computer Science Vol. 3410}, pages = {811--825}, address = {Guanajuato, M\'{e}xico}, month = {March}, year = {2005} } @article{Kumar05a, author = {A. Kumar and D. Sahoo and S. Chakraborty and N. Chakraborti}, title = {Gas injection in steelmaking vessels: {C}oupling a fluid dynamic analysis with a genetic algorithms-based pareto-optimality}, journal = {Materials and Manufacturing Processes}, volume = {20}, number = {3}, pages = {363--379}, year = {2005} } @inproceedings{Kumar05b, author = {Rajeev Kumar and Nilanjan Banerjee}, title = {Running time analysis of a multiobjective evolutionary algorithm on simple and hard problems}, booktitle = {Foundations of Genetic Algorithms. 8th International Workshop, FOGA 2005}, editor = {Alden H. Wright and Michael D. Vose and Kenneth A. De Jong and Lothar M. Schmitt}, publisher = {Springer. Lecture Notes in Computer Science Vol. 3469}, pages = {112--131}, address = {Aizu-Wakamatsu City, Japan}, month = {January}, year = {2005} } @article{Kumar06, author = {R. Kumar and N. Banerjee}, title = {Analysis of a Multiobjective Evolutionary Algorithm on the 0-1 knapsack problem}, journal = {Theoretical Computer Science}, volume = {358}, number = {1}, pages = {104--120}, month = {July}, year = {2006} } @inproceedings{Kumar06a, author = {Rajeev Kumar and P.K. Singh and Bhargab B. Bhattacharya}, title = {Biobjective {E}volutionary and {H}euristic {A}lgorithms for {I}ntersection of {G}eometric {G}raphs}, booktitle = {2006 Genetic and Evolutionary Computation Conference (GECCO'2006)}, editor = {Maarten Keijzer et al.}, pages = {1689--1696}, publisher = {ACM Press. ISBN 1-59593-186-4}, address = {Seattle, Washington, USA}, volume = {2}, month = {July}, year = {2006} } @article{Kumar06b, author = {D. Nagesh Kumar and M. Janga Reddy}, title = {{Ant Colony Optimization for multi-purpose reservoir operation}}, journal = {Water Resources Management}, volume = {20}, number = {6}, pages = {879--898}, month = {December}, year = {2006} } @article{Kumar07, author = {P. Kumar and D. Gospodaric and P. Bauer}, title = {Improved genetic algorithm inspired by biological evolution}, journal = {Soft Computing}, volume = {11}, number = {10}, pages = {923--941}, month = {August}, year = {2007} } @inproceedings{Kumar07a, author = {Rajeev Kumar and P. K. Singh}, title = {On {Q}uality {P}erformance of {H}euristic and {E}volutionary {A}lgorithms for {B}iobjective {M}inimum {S}panning {T}rees}, booktitle = {2007 Genetic and Evolutionary Computation Conference (GECCO'2007)}, editor = {Dirk Thierens}, pages = {2259}, volume = {2}, publisher = {ACM Press}, address = {London, UK}, month = {July}, year = {2007} } @incollection{Kumar07b, author = {R. Kumar and P.K. Singh}, title = {Pareto {E}volutionary {A}lgorithm {H}ybridized with {L}ocal {S}earch for {B}iobjective {TSP}}, booktitle = {Hybrid Evolutionary Algorithms}, editor = {Crina Grosan and Ajith Abraham and Hisao Ishibuchi}, pages = {361--398}, publisher = {Springer}, address = {Heidelberg}, year = {2007} } @inproceedings{Kumar07c, author = {Abhay Kumar and Deepak Sharma and Kalyanmoy Deb}, title = {A {H}ybrid {M}ulti-{O}bjective {O}ptimization {P}rocedure {U}sing {PCX} {B}ased {NSGA-II} and {S}equential {Q}uadratic {P}rogramming}, booktitle = {2007 IEEE Congress on Evolutionary Computation (CEC'2007)}, pages = {3011--3018}, publisher = {IEEE Press}, address = {Singapore}, month = {September}, year = {2007} } @article{Kumar07d, author = {D. Nagesh Kumar and M. Janga Reddy}, title = {{Multipurpose reservoir operation using particle swarm optimization}}, journal = {Journal of Water Resources Planning and Management-ASCE}, volume = {133}, number = {3}, pages = {192--201}, month = {May-June}, year = {2007} } @inproceedings{Kumar08, author = {Rajeev Kumar and Paresh Tolay and Siddharth Tiwary}, title = {{Enhancing Solution Quality of the Biobjective Graph Coloring Problem Using Hybridization of EA}}, booktitle = {2008 Genetic and Evolutionary Computation Conference (GECCO'2008)}, pages = {547--554}, publisher = {ACM Press}, address = {Atlanta, USA}, month = {July}, year = {2008}, note = {ISBN 978-1-60558-131-6} } @inproceedings{Kumar08a, author = {Rajeev Kumar and Ashwin H. Joshi and Krishna K. Banka and Peter I. Rockett}, title = {{Evolution of Hyperheuristics for the Biobjective 0/1 Knapsack Problem by Multiobjective Genetic Programming}}, booktitle = {2008 Genetic and Evolutionary Computation Conference (GECCO'2008)}, pages = {1227--1234}, publisher = {ACM Press}, address = {Atlanta, USA}, month = {July}, year = {2008}, note = {ISBN 978-1-60558-131-6} } @article{Kumar09, author = {Ranjan Kumar and Kazuhiro Izui and Masataka Yoshimura and Shinji Nishiwaki}, title = {{Multi-objective hierarchical genetic algorithms for multilevel redundancy allocation optimization}}, journal = {Reliability Engineering \& System Safety}, volume = {94}, number = {4}, pages = {891--904}, month = {April}, year = {2009} } @inproceedings{Kumar09a, author = {Rajeev Kumar and Bipul Kumar Bal and Peter Rockett}, title = {{Multiobjective genetic programming approach to evolving heuristics for the bounded diameter minimum spanning tree problem}}, booktitle = {2009 Genetic and Evolutionary Computation Conference (GECCO'2009)}, address = {Montreal, Canada}, publisher = {ACM Press}, pages = {309--316}, month = {July 8--12}, year = {2009}, note = {ISBN 978-1-60558-325-9} } @article{Kumar09b, author = {P. 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Lecture Notes in Artificial Intelligence Vol. 2358}, address = {Cairns, Australia}, month = {June}, year = {2002} } @inproceedings{Laumanns01e, author = {Marco Laumanns and Eckart Zitzler and Lother Thiele}, title = {Multiple {C}riteria {D}ecision {S}upport by {E}volutionary {C}omputation}, booktitle = {Sustainability in the Information Society, 15th International Symposium Informatics for Environmental Protection}, editor = {L.M. Hilty and P.W. Gilgen}, month = {October}, address = {Zurich}, publisher = {Verlag}, year = {2001} } @inproceedings{Laumanns02, author = {Marco Laumanns and Lothar Thiele and Eckart Zitzler and Kalyanmoy Deb}, title = {Archiving with {G}uaranteed {C}onvergence and {D}iversity in {M}ulti-{O}bjective {O}ptimization}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2002)}, editor = {W.B. Langdon and E. Cant\'{u}-Paz and K. Mathias and R. Roy and D. Davis and R. Poli and K. Balakrishnan and V. Honavar and G. Rudolph and J. Wegener and L. Bull and M.A. Potter and A.C. Schultz and J.F. Miller and E. Burke and N. Jonoska}, pages = {439--447}, publisher = {Morgan Kaufmann Publishers}, address = {San Francisco, California}, month = {July}, year = {2002} } @inproceedings{Laumanns02a, author = {Marco Laumanns and Lothar Thiele and Eckart Zitzler and Emo Welzl and Kalyanmoy Deb}, title = {Running {T}ime {A}nalysis of {M}ulti-objective {E}volutionary {A}lgorithms on a {S}imple {D}iscrete {O}ptimization {P}roblem}, booktitle = {Parallel Problem Solving from Nature---PPSN VII}, editor = {Juan Juli\'{a}n {Merelo Guerv\'{o}s} and Panagiotis Adamidis and Hans-Georg Beyer and Jos\'{e}-Luis Fern\'{a}ndez-Villaca\~{n}as and Hans-Paul Schwefel}, publisher = {Springer-Verlag. Lecture Notes in Computer Science No. 2439}, month = {September}, pages = {44--53}, address = {Granada, Spain}, year = {2002} } @article{Laumanns02b, author = {Marco Laumanns and Lothar Thiele and Kalyanmoy Deb and Eckart Zitzler}, title = {Combining {C}onvergence and {D}iversity in {E}volutionary {M}ulti-objective {O}ptimization}, journal = {Evolutionary Computation}, volume = {10}, number = {3}, pages = {263--282}, month = {Fall}, year = {2002} } @inproceedings{Laumanns02c, author = {Marco Laumanns and Jiri Ocenasek}, title = {Bayesian {O}ptimization {A}lgorithms for {M}ulti-objective {O}ptimization}, booktitle = {Parallel Problem Solving from Nature---PPSN VII}, editor = {Juan Juli\'{a}n {Merelo Guerv\'{o}s} and Panagiotis Adamidis and Hans-Georg Beyer and Jos\'{e}-Luis Fern\'{a}ndez-Villaca\~{n}as and Hans-Paul Schwefel}, publisher = {Springer-Verlag. Lecture Notes in Computer Science No. 2439}, month = {September}, pages = {298--307}, address = {Granada, Spain}, year = {2002} } @TECHREPORT{Laumanns02d, author = {M. Laumanns and L. Thiele and E. Zitzler and E. Welzl and K. Deb}, title = {{Running time analysis of a multi-objective evolutionary algorithm on a simple discrete optimization problem}}, institution = {Computer Engineering and Networks Laboratory, ETH Zurich}, number = {123}, month = {January}, year = {2002} } @phdthesis{Laumanns03, author = {Marco Laumanns}, title = {Analysis and {A}pplications of {E}volutionary {M}ultiobjective {O}ptimization {A}lgorithms}, school = {Swiss Federal Institute of Technology}, address = {Z\"{u}rich, Switzerland}, year = {2003} } @TECHREPORT{Laumanns03a, author = {M. Laumanns and L. Thiele and E. Zitzler}, title = {{Running Time Analysis of Evolutionary Algorithms on Vector-Valued Pseudo-Boolean Functions}}, institution = {Computer Engineering and Networks Laboratory, ETH Zurich}, number = {165}, month = {May}, year = {2003} } @article{Laumanns04, author = {Marco Laumanns and Lothar Thiele and Eckart Zitzler}, title = {Running {T}ime {A}nalysis of {M}ultiobjective {E}volutionary {A}lgorithms on {P}seudo-{B}oolean {F}unctions}, journal = {IEEE Transactions on Evolutionary Computation}, volume = {8}, number = {2}, pages = {170--182}, month = {April}, year = {2004} } @article{Laumanns04a, author = {Marco Laumanns and Lothar Thiele and Eckart Zitzler}, title = {Running {T}ime {A}nalysis of {E}volutionary {A}lgorithms on a {S}implified {M}ultiobjective {K}napsack {P}roblem}, journal = {Natural Computing}, year = {2004}, volume = {3}, number = {1}, pages = {37--51} } @article{Laumanns05, author = {M. Laumanns and N. Laumanns}, title = {Evolutionary multiobjective design in automotive development}, journal = {Applied Intelligence}, volume = {23}, number = {1}, pages = {55--70}, month = {July}, year = {2005} } @incollection{Laumanns05a, author = {Marco Laumanns}, title = {Self {A}daptation and {C}onvergence of {M}ultiobjective {E}volutionary {A}lgorithms in {C}ontinuous {S}earch {S}paces}, booktitle = {Evolutionary Multiobjective Optimization: Theoretical Advances And Applications}, editor = {Ajith Abraham and Lakhmi Jain and Robert Goldberg}, pages = {33--53}, publisher = {Springer-Verlag}, address = {London}, note = {ISBN 1-85233-787-7}, year = {2005} } @article{Laumanns06, author = {Marco Laumanns and Lothar Thiele and Eckart Zitzler}, title = {An efficient, adaptive parameter variation scheme for metaheuristics based on the epsilon-constraint method}, journal = {European Journal of Operational Research}, volume = {169}, pages = {932--942}, year = {2006} } @ARTICLE{Laumanns11, author = {Marco Laumanns and Rico Zenklusen}, title = {{Stochastic convergence of random search methods to fixed size Pareto front approximations}}, journal = {European Journal of Operational Research}, volume = {213}, number = {2}, pages = {414--421}, month = {September 1}, year = {2011} } @article{Laucelli11, author = {Daniele Laucelli and Orazio Giustolisi}, title = {{Scour Depth Modelling by a Multi-Objective Evolutionary Paradigm}}, journal = {Environmental Modelling \& Software}, volume = {26}, number = {4}, pages = {498--509}, month = {April}, year = {2011} } @inproceedings{Lavagna03, author = {Michelle R. Lavagna and Amalia Ercoli Finzi}, title = {Concurrent {P}rocesses within {P}reliminary {S}pacecraft {D}esign: {A}n {A}utonomous {D}ecisional {S}upport {B}ased on {G}enetic {A}lgorithms and {A}nalytic {H}ierarchical {P}rocess}, booktitle = {Proceedings of the 17th International Symposium on Space Flight Dynamics}, address = {Moscow, Russia}, month = {June}, year = {2003} } @article{Lavagna05, author = {M. Lavagna and A. Povoleri and A.E. Finzi}, title = {Interplanetary mission design with aero-assisted manoeuvres multi-objective evolutive optimization}, journal = {Acta Astronautica}, volume = {57}, number = {2--8}, pages = {498--509}, month = {July--October}, year = {2005} } @inproceedings{Lavagna07, author = {Mich\`{e}le R. Lavagna}, title = {Multi-{O}bjective {PSO} for {I}nterplanetary {T}rajectory {D}esign}, booktitle = {2007 Genetic and Evolutionary Computation Conference (GECCO'2007)}, editor = {Dirk Thierens}, pages = {175}, volume = {1}, publisher = {ACM Press}, address = {London, UK}, month = {July}, year = {2007} } @article{Lavan09, author = {Oren Lavan and Gary F. Dargush}, title = {{Multi-Objective Evolutionary Seismic Design with Passive Energy Dissipation Systems}}, journal = {Journal of Earthquake Engineering}, volume = {13}, number = {6}, pages = {758--790}, year = {2009} } @inproceedings{Lawrence06, author = {Michael Lawrence}, title = {Multiobjective {G}enetic {A}lgorithms for {M}aterialized {V}iew {S}election in {OLAP} {D}ata {W}arehouses}, booktitle = {2006 Genetic and Evolutionary Computation Conference (GECCO'2006)}, editor = {Maarten Keijzer et al.}, pages = {699--706}, publisher = {ACM Press. ISBN 1-59593-186-4}, address = {Seattle, Washington, USA}, volume = {1}, month = {July}, year = {2006} } @article{Lazzerini10, author = {Beatrice Lazzerini and Francesco Marcelloni and Massimo Vecchio}, title = {{A multi-evolutionary approach to image quality/compression trade-off in JPEG baseline algorithm}}, journal = {Applied Soft Computing}, volume = {10}, number = {2}, pages = {548--561}, month = {March}, year = {2010} } @article{Lazzaretto04, author = {A. Lazzaretto and A. Toffolo}, title = {Energy, economy and environment as objectives in multi-criterion optimization of thermal systems design}, journal = {Energy}, volume = {29}, number = {8}, pages = {1139--1157}, month = {June}, year = {2004} } @inproceedings{Le07, author = {Khoi Le and Dario Landa-Silva}, title = {{Obtaining Better Non-Dominated Sets Using Volume Dominance}}, booktitle = {2007 IEEE Congress on Evolutionary Computation (CEC'2007)}, pages = {3119--3126}, publisher = {IEEE Press}, address = {Singapore}, month = {September}, year = {2007} } @INPROCEEDINGS{Le07a, author = {Khoi Le and Dario Landa-Silva}, title = {{Adaptive and Assortative Mating Scheme for Evolutionary Multi-Objective Algorithms}}, booktitle = {Artificial Evolution. 8th International Conference Evolution Artificielle (EA 2007)}, pages = {172–-183}, editor = {Nicolas Monmarch\'{e} and El-Ghazali Talbi and Pierre Collet and Marc Schoenauer and Evelyne Lutton}, publisher = {Springer. Lecture Notes in Computer Science. Vol. 4926}, address = {Tours, France}, month = {October}, year = {2007} } @incollection{Le09, author = {Khoi Le and Dario Landa-Silva and Hui Li}, title = {{An Improved Version of Volume Dominance for Multi-Objective Optimisation}}, booktitle = {Evolutionary Multi-Criterion Optimization. 5th International Conference, EMO 2009}, publisher = {Springer. Lecture Notes in Computer Science Vol. 5467}, year = {2009}, editor = {Matthias Ehrgott and Carlos M. Fonseca and Xavier Gandibleux and Jin-Kao Hao and Marc Sevaux}, pages = {231--245}, address = {Nantes, France}, month = {April} } @inproceedings{Lee95, author = {M. A. Lee and R. Hartani}, address = {Wrightsville Beach, North Carolina}, booktitle = {Proceedings of the Second Annual Joint Conference on Information Sciences (JCIS'95)}, key = {Lee \& Hartani, 1995}, pages = {460--463}, title = {A {M}ultiobjective {E}volutionary {A}lgorithms {A}pproach to {F}uzzy {M}odelling}, year = {1995} } @inproceedings{Lee95a, author = {Michael A. Lee and Henrik Esbensen and Laurent Lemaitre}, address = {Nagoya, Japan}, booktitle = {Proceedings of the 1995 IEEE/Nagoya University World Wiseperson Workshop}, key = {Lee et al., 1995a}, pages = {118--125}, title = {The {D}esign of {H}ybrid {F}uzzy/{E}volutionary {M}ultiobjective {O}ptimization {A}lgorithms}, year = {1995} } @article{Lee11, author = {D. S. Lee and L. F. Gonzalez and J. Periaux and K. Srinivas}, title = {{Efficient Hybrid-Game Strategies Coupled to Evolutionary Algorithms for Robust Multidisciplinary Design Optimization in Aerospace Engineering}}, journal = {IEEE Transactions on Evolutionary Computation}, volume = {15}, number = {2}, pages = {133--150}, month = {April}, year = {2011} } @ARTICLE{Lee11a, author = {Sang-Moon Lee and Kwang-Yong Kim}, title = {{Multiobjective Design Optimization of the Upper Plenum of a Pbmr-Type Gas-Cooled Nuclear Reactor}}, journal = {Nuclear Technology}, volume = {175}, number = {2}, pages = {361--370}, month = {August}, year = {2011} } @ARTICLE{Lee11b, author = {D. S. Lee and J. Periaux and E. Onate and L.F. Gonzalez and N. Qin}, title = {{Active Transonic Aerofoil Design Optimization Using Robust Multiobjective Evolutionary Algorithms}}, journal = {Journal of Aircraft}, volume = {48}, number = {3}, pages = {1084--1094}, month = {May-June}, year = {2011} } @ARTICLE{Lee11c, author = {Kuo-Ming Lee and Ming-Ren Hsu and Jyh-Horng Chou and Ching-Yi Guo}, title = {{Improved differential evolution approach for optimization of surface grinding process}}, journal = {Expert Systems With Applications}, volume = {38}, number = {5}, pages = {5680--5686}, month = {May}, year = {2011} } @ARTICLE{Lee11d, author = {Sun-Young Lee and Wonsuk Park and Seung-Yong Ok and Hyun-Moo Koh}, title = {{Preference-based maintenance planning for deteriorating bridges under multi-objective optimisation framework}}, journal = {Structure and Infrastructure Engineering}, volume = {7}, number = {7-8}, pages = {633--644}, year = {2011} } @ARTICLE{LeBesnerais08, author = {J. {Le Besnerais} and V. Lanfranchi and M. Hecquet and P. Brochet}, title = {{Multiobjective optimization of induction machines including mixed variables and noise minimization}}, journal = {IEEE Transactions on Magnetics}, volume = {44}, number = {6}, pages = {1102--1105}, month = {June}, year = {2008} } @article{LeBesnerais11, author = {Jean {Le Besnerais} and Aurelie Fasquelle and Vincent Lanfranchi and Michel Hecquet and Pascal Brochet}, title = {{Mixed-Variable Optimal Design of Induction Motors Including Efficiency, Noise and Thermal Criteria}}, journal = {Optimization and Engineering}, volume = {12}, number = {1-2}, pages = {55--72}, month = {March}, year = {2011} } @article{Lee96, author = {Jongsoo Lee and Prabhat Hajela}, journal = {Journal of Aircraft}, key = {Lee \& Hajela, 1996}, pages = {962--969}, title = {Parallel {G}enetic {A}lgorithm {I}mplementation in {M}ultidisciplinary {R}otor {B}lade {D}esign}, volume = {33}, number = {5}, month = {September-October}, year = {1996} } @inproceedings{Lee96a, author = {M. A. Lee and H. Esbensen}, booktitle = {Procedings of the North American Fuzzy Information Processing Society (NAFIPS'96)}, address = {Berkeley, California}, key = {Lee \& Esbensen, 1996a}, title = {Set {Q}uality {M}easures for {C}haracterizing {M}ultiobjective {O}ptimization {A}lgorithm {B}ehavior}, year = {1996} } @inproceedings{Lee96b, author = {M. A. Lee and H. Esbensen}, booktitle = {Proceedings of the 1996 IEEE Conference on Fuzzy Systems (FUZZ-IEEE'96)}, address = {New Orleans, Louisiana, USA}, title = {Constructing {F}uzzy/{E}volutionary {M}ultiobjective {O}ptimization {A}lgorithms}, publisher = {IEEE}, year = {1996} } @inproceedings{Lee96c, author = {M. A. Lee and H. Esbensen}, booktitle = {Proceedings of the International Society for Computers and Their Applications (ISCA'96)}, address = {San Francisco, California}, key = {Lee \& Esbensen, 1996c}, title = {Multiobjective {O}ptimization using {F}uzzy/{E}volutionary {A}lgorithms}, year = {1996} } @inproceedings{Lee96d, author = {Michael A. Lee and Henrik Esbensen}, title = {Automatic {C}onstruction of {F}uzzy {C}ontrollers for {E}volutionary {M}ultiobjective {O}ptimization {A}lgorithms}, booktitle = {Proceedings of the Fifth IEEE International Conference on Fuzzy Systems}, volume = {2}, pages = {1518--1523}, year = {1996} } @inproceedings{Lee96e, author = {Michael A. Lee and Henrik Esbensen}, title = {Evolutionary {A}lgorithms {B}ased {M}ultiobjective {O}ptimization {T}echniques for {I}ntelligent {S}ystems {D}esign}, booktitle = {1996 Biennial Conference of the North America Fuzzy Information Processing Society (NAFIPS'96)}, pages = {360--364}, year = {1996} } @ARTICLE{Lee96f, author = {D. Lee and S. Y. Kim}, title = {{A knowledge-based expert system as a pre-post processor in engineering optimization}}, journal = {Expert Systems With Applications}, volume = {11}, number = {1}, pages = {79--87}, year = {1996} } @incollection{Lee97, author = {M. A. Lee and H. Esbensen}, publisher = {Kluwer Academic Publishers}, address = {Boston, Massachusetts}, booktitle = {Fuzzy Evolutionary Computation}, editor = {Witold Pedrycz}, key = {Lee \& Esbensen, 1997}, pages = {57--80}, title = {Fuzzy/{M}ultiobjective {G}enetic {S}ystems for {I}ntelligent {S}ystems {D}esign {T}ools and {C}omponents}, year = {1997} } @article{Lee97a, author = {Dongkon Lee}, journal = {International Journal for Numerical Methods in Engineering}, pages = {2665--2677}, title = {Multiobjective {D}esign of a {M}arine {V}ehicle with {A}id of {D}esign {K}nowledge}, volume = {40}, year = {1997} } @inproceedings{Lee01, author = {T.H. Lee and K.C. Tan and E.F. Khor}, title = {Control {S}ystem {D}esign {U}nification and {A}utomation---{A} {W}ay {F}orward in {CACSD} via {E}volutionary {C}omputation}, booktitle = {Proceedings of the Congress on Evolutionary Computation 2001 (CEC'2001)}, publisher = {IEEE Service Center}, address = {Piscataway, New Jersey}, month = {May}, volume = {1}, pages = {152--161}, year = {2001} } @inproceedings{Lee03, author = {In-Hee Lee and Soo-Yong Shin and Byoung-Tak Zhang}, title = {{DNA} {S}equence {O}ptimization {U}sing {C}onstrained {M}ulti-{O}bjective {E}volutionary {A}lgorithm}, booktitle = {Proceedings of the 2003 Congress on Evolutionary Computation (CEC'2003)}, pages = {2270--2276}, volume = {4}, publisher = {IEEE Press}, month = {December}, address = {Canberra, Australia}, year = {2003} } @incollection{Lee04, author = {In-Hee Lee and Sun Kim and Byoung-Tak Zhang}, title = {{Multi-objective Evolutionary Probe Design Based on Thermodynamic Criteria for HPV Detection}}, booktitle = {Trends in Artificial Intelligence. 8th Pacific Rim International Conference on Artificial Intelligence (PRICAI'2004)}, editor = {Chengqi Zhang and Hans W. Guesgen and Wai K.Yeap}, pages = {742--750}, publisher = {Springer, Lecture Notes in Computer Science, Vol. 3157}, address = {Auckland, New Zealand}, year = {2004}, note = {ISBN 978-3-540-22817-2}, month = {August 9-13} } @inproceedings{Lee07, author = {In-Hee Lee and Soo-Yong Shin and Byoung-Tak Zhang}, title = {Multiplex {PCR} {A}ssay {D}esign by {H}ybrid {M}ultiobjective {E}volutionary {A}lgorithm}, booktitle = {Evolutionary Multi-Criterion Optimization, 4th International Conference, EMO 2007}, editor = {Shigeru Obayashi and Kalyanmoy Deb and Carlo Poloni and Tomoyuki Hiroyasu and Tadahiko Murata}, pages = {376--385}, publisher = {Springer. Lecture Notes in Computer Science Vol. 4403}, address = {Matshushima, Japan}, month = {March}, year = {2007} } @inproceedings{Lee07a, author = {Chi-Ho Lee and Kang-Hee Lee and Jong-Hwan Kim}, title = {Evolutionary {M}ulti-{O}bjective {O}ptimization for {G}enerating {A}rtificial {C}reature's {P}ersonality}, booktitle = {2007 IEEE Congress on Evolutionary Computation (CEC'2007)}, pages = {2450--2455}, publisher = {IEEE Press}, address = {Singapore}, month = {September}, year = {2007} } @article{Lee08, author = {Zne-Jung Lee and Shih-Wei Lin and Shun-Feng Su and Chun-Yen Lin}, title = {A hybrid watermarking technique applied to digital images}, journal = {Applied Soft Computing}, volume = {8}, number = {1}, pages = {798--808}, month = {January}, year = {2008} } @article{Lee08a, author = {J. Lee and J. Lee}, title = {Gate positioning design of injection mould using bi-objective micro genetic algorithm}, journal = {Proceedings of the Institution of Mechanical Engineers Part B--Journal of Engineering Manufacture}, volume = {222}, number = {6}, pages = {687--699}, month = {June}, year = {2008} } @inproceedings{Lee08b, author = {Chi-Ho Lee and Ye-Hoon Kim and Jong-Hwan Kim}, title = {{Multiobjective Evolutionary Algorithm Reinforcing Specific Objective}}, booktitle = {2008 Congress on Evolutionary Computation (CEC'2008)}, pages = {2894--2898}, publisher = {IEEE Service Center}, address = {Hong Kong}, month = {June}, year = {2008} } @incollection{Lee09, author = {Elaine Su-Qin Lee and Gade Pandu Rangaiah and Naveen Agrawal}, title = {{Optimal Design of Chemical Processes for Multiple Economic and Environmental Objectives}}, booktitle = {Multi-Objective Optimization Techniques and Applications in Chemical Engineering}, editor = {Rangaiah Gade Pandu}, pages = {301--338}, chapter = {10}, publisher = {World Scientific}, address = {Singapore}, year = {2009}, note = {ISBN 978-981-283-651-9} } @incollection{Lee09a, author = {Fook Choon Lee and Gade Pandu Rangaiah and Dong-Yup Lee}, title = {{Optimization of a Multi-Product Microbial Cell Factory for Multiple Objectives - A Paradigm for Metabolic Pathway Recipe}}, booktitle = {Multi-Objective Optimization Techniques and Applications in Chemical Engineering}, editor = {Rangaiah Gade Pandu}, pages = {401--428}, chapter = {13}, publisher = {World Scientific}, address = {Singapore}, year = {2009}, note = {ISBN 978-981-283-651-9} } @article{Lee09b, author = {Elaine Su-Qin Lee and G. P. Rangaiah}, title = {{Optimization of Recovery Processes for Multiple Economic and Environmental Objectives}}, journal = {Industrial \& Engineering Chemistry Research}, volume = {48}, number = {16}, pages = {7662--7681}, month = {August}, year = {2009} } @INPROCEEDINGS{Lee10, author = {DongSeop Lee and Jacques Periaux and Jordi Pons-Prats and Gabriel Begeda and Eugenio O\~{n}ate}, title = {{Double Shock Control Bump Design Optimization using Hybridised Evolutionary Algorithms}}, booktitle = {2010 IEEE Congress on Evolutionary Computation (CEC'2010)}, year = {2010}, pages = {1959--1966}, address = {Barcelona, Spain}, month = {July 18--23}, publisher = {IEEE Press} } @article{Leer06, author = {C. Leer and F. W. J. van Hattum and A. Gaspar-Cunha and O. S. Carneiro and C. A. Bernardo}, title = {{Tailored shear extrusion of carbon nanofibre/polyamide composites and its effect on electrical percolation threshold}}, journal = {Plastics Rubber and Composites}, volume = {35}, number = {6-7}, pages = {268--275}, month = {September}, year = {2006} } @ARTICLE{Leesutthipornchai10, author = {Pakorn Leesutthipornchai and Chalermpol Charnsripinyo and Naruemon Wattanapongsakorn}, title = {{Solving multi-objective routing and wavelength assignment in WDM network using hybrid evolutionary computation approach}}, journal = {Computer Communications}, volume = {33}, number = {18}, pages = {2246--2259}, month = {December 15}, year = {2010} } @misc{Lefablec95, author = {Yann Lefablec}, title = {Optimisation par algorithmes g\'{e}n\'{e}tiques parall\`{e}les et multi-objectifs}, howpublished = {Thesis}, institution = {Ecole Nationale de l'Aviation Civile}, address = {Toulouse, France}, note = {(in French)}, year = {1995} } @phdthesis{Leger99, author = {Patrick Christopher Leger}, address = {Pittsburgh, Pennsylvania}, key = {Leger, 1999}, school = {The Robotics Institute, Carnegie Mellon University}, title = {Automated {S}ynthesis and {O}ptimization of {R}obot {C}onfigurations: {A}n {E}volutionary {A}pproach}, year = {1999}, month = {December} } @incollection{Leguizamon11, author = {Guillermo Leguizam\'{o}n and Carlos A. {Coello Coello}}, title = {{Multi-Objective Ant Colony Optimization: A Taxonomy and Review of Approaches}}, booktitle = {Integration of Swarm Intelligence and Artificial Neural Network}, editor = {Satchidanada Dehuri and Susmita Ghosh and Sung Bae Cho}, pages = {67--94}, chapter = {3}, publisher = {World Scientific}, address = {Singapore}, year = {2011}, note = {ISBN 978-981-4280-14-3} } @inproceedings{Lehman11, author = {Joel Lehman and Kenneth O. Stanley}, title = {{Evolving Diversity of Creatures Through Novelty Search and Local Competition}}, booktitle = {2011 Genetic and Evolutionary Computation Conference (GECCO'2011)}, pages = {211--218}, publisher = {ACM Press}, address = {Dublin, Ireland}, month = {July 12-16}, year = {2011} } @inproceedings{Lei06, author = {Tian Lei and Liu Lieli and Liyan Han and Hai Huang}, title = {{A Genetic Algorithm-Based Double-Objective Multi-constraint Optimal Cross-Region Cross-Sector Public Investment Model}}, booktitle = {Advances in Natural Computation, Second International Conference, ICNC 2006}, pages = {470--479}, editor = {Licheng Jiao and Lipo Wang and Xinbo Gao and Jing Liu and Feng Wu}, publisher = {Springer. Lecture Notes in Computer Science Volume 4222}, address = {Xi'an, China}, month = {September 24-28}, year = {2006} } @article{Lei06a, author = {Deming Lei and Zhiming Wu}, title = {{Crowding-measure-based multiobjective evolutionary algorithm for job shop scheduling}}, journal = {International Journal of Advanced Manufacturing Technology}, volume = {30}, number = {1-2}, pages = {112--117}, month = {August}, year = {2006} } @article{Lei08, author = {Deming Lei}, title = {{Pareto archive particle swarm optimization for multi-objective fuzzy job shop scheduling problems}}, journal = {International Journal of Manufacturing Technology}, volume = {37}, number = {1-2}, pages = {157--165}, month = {April}, year = {2008} } @article{Lei08a, author = {Deming Lei}, title = {{A Pareto archive particle swarm optimization for multi-objective job shop scheduling}}, journal = {Computers \& Industrial Engineering}, volume = {54}, number = {4}, pages = {960--971}, month = {May}, year = {2008} } @article{Lei09, author = {Deming Lei}, title = {{Multi-objective production scheduling: a survey}}, journal = {International Journal of Advanced Manufacturing Technology}, volume = {43}, number = {9-10}, pages = {926--938}, month = {August}, year = {2009} } @article{Leipold09, author = {Matthias Leipold and Sven Gruetzmann and Georg Fieg}, title = {{An evolutionary approach for multi-objective dynamic optimization applied to middle vessel batch distillation}}, journal = {Computers \& Chemical Engineering}, volume = {33}, number = {4}, pages = {857--870}, month = {April 21}, year = {2009} } @inproceedings{Leitao07, author = {Tiago Leit\~{a}o and Francisco B. 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Part I}, editor = {Kalyanmoy Deb et al.}, pages = {117--128}, publisher = {Springer-Verlag, Lecture Notes in Computer Science Vol. 3102}, address = {Seattle, Washington, USA}, month = {June}, year = {2004} } @inproceedings{Li04b, author = {Xiaodong Li}, title = {Adaptively choosing neighbourhood bests using species in a particle swarm optimizer for multimodal function optimization}, booktitle = {Genetic and Evolutionary Computation--GECCO 2004. Proceedings of the Genetic and Evolutionary Computation Conference. Part I}, editor = {Kalyanmoy Deb et al.}, pages = {105--116}, publisher = {Springer-Verlag, Lecture Notes in Computer Science Vol. 3102}, address = {Seattle, Washington, USA}, month = {June}, year = {2004} } @inproceedings{Li05, author = {Weiqi Li}, title = {Finding {P}areto-{O}ptimal {S}et by {M}erging {A}ttractors for a {B}i-objective {T}raveling {S}alesmen {P}roblem}, booktitle = {Evolutionary Multi-Criterion Optimization. Third International Conference, EMO 2005}, editor = {Carlos A. {Coello Coello} and Arturo {Hern\'{a}ndez Aguirre} and Eckart Zitzler}, publisher = {Springer. Lecture Notes in Computer Science Vol. 3410}, pages = {797--810}, address = {Guanajuato, M\'{e}xico}, month = {March}, year = {2005} } @inproceedings{Li05a, author = {Mian Li and Shapour Azarm and Vikrant Aute}, title = {A {M}ulti-{O}bjective {G}enetic {A}lgorithm for {R}obust {D}esign {O}ptimization}, booktitle = {2005 Genetic and Evolutionary Computation Conference (GECCO'2005)}, editor = {Hans-Georg Beyer et al.}, pages = {771--778}, publisher = {ACM Press}, volume = {1}, address = {New York, USA}, month = {June}, year = {2005} } @incollection{Li06, author = {Hui Li and Qingfu Zhang}, title = {A {M}ultiobjective {D}ifferential {E}volution {B}ased on {D}ecomposition for {M}ultiobjective {O}ptimization with {V}ariable {L}inkages}, booktitle = {Parallel Problem Solving from Nature - PPSN IX, 9th International Conference}, editor = {Thomas Philip Runarsson and Hans-Georg Beyer and Edmund Burke and Juan J. Merelo-Guerv\'{o}s and L. Darrell Whitley and Xin Yao}, pages = {583--592}, publisher = {Springer. Lecture Notes in Computer Science Vol. 4193}, address = {Reykjavik, Iceland}, month = {September}, year = {2006} } @inproceedings{Li06a, author = {Jin Li and Sope Taiwo}, title = {Enhancing {F}inancial {D}ecision {M}aking {U}sing {M}ulti-{O}bjective {F}inancial {G}enetic {P}rogramming}, booktitle = {2006 IEEE Congress on Evolutionary Computation (CEC'2006)}, pages = {7935--7942}, publisher = {IEEE}, address = {Vancouver, BC, Canada}, month = {July}, year = {2006} } @article{Li06b, author = {Jun Li and Huping Xu and Mitsuo Gen}, title = {{A class of multiobjective linear programming model with fuzzy random coefficients}}, journal = {Mathematical and Computer Modelling}, volume = {44}, number = {11-12}, pages = {1097--1113}, month = {December}, year = {2006} } @article{Li07, author = {G. Li and M. Li and S. Azarm and J. Rambo and Y. Joshi}, title = {Optimizing thermal design of data center cabinets with a new multi-objective genetic algorithm}, journal = {Distributed and Parallel Databases}, volume = {21}, number = {2--3}, pages = {167--192}, month = {June}, year = {2007} } @phdthesis{Li07a, author = {Genzi Li}, title = {Online and Offline Approximations for Population Based Multi-Objective Optimization}, school = {Department of Mechanical Engineering, University of Maryland, College Park}, address = {USA}, year = {2007} } @inproceedings{Li07b, author = {Xiaodong Li and J\"urgen Branke and Michael Kirley}, title = {Performance {M}easures and {P}article {S}warm {M}ethods for {D}ynamic {M}ultiobjective {O}ptimization {P}roblems}, booktitle = {2007 Genetic and Evolutionary Computation Conference (GECCO'2007)}, editor = {Dirk Thierens}, pages = {907}, volume = {1}, publisher = {ACM Press}, address = {London, UK}, month = {July}, year = {2007} } @inproceedings{Li07c, author = {Zhiyong Li and G\"unter Rudolph}, title = {A {F}ramework of {Q}uantum-inspired {M}ulti-Objective {E}volutionary {A}lgorithms and its {C}onvergence {C}ondition}, booktitle = {2007 Genetic and Evolutionary Computation Conference (GECCO'2007)}, editor = {Dirk Thierens}, pages = {908}, volume = {1}, publisher = {ACM Press}, address = {London, UK}, month = {July}, year = {2007} } @inproceedings{Li07d, author = {Xiaodong Li and J\"urgen Branke and Michael Kirley}, title = {On {P}erformance {M}etrics and {P}article {S}warm {M}ethods for {D}ynamic {M}ultiobjective {O}ptimization {P}roblems}, booktitle = {2007 IEEE Congress on Evolutionary Computation (CEC'2007)}, pages = {576--583}, publisher = {IEEE Press}, address = {Singapore}, month = {September}, year = {2007} } @inproceedings{Li07e, author = {Sheng-Tun Li and Chih-Chuan Chen and Jian Wei Li}, title = {{A Multi-objective Particle Swarm Optimization Algorithm for Rule Discovery}}, booktitle = {Third International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIHMSP 2007)}, pages = {597--600}, publisher = {IEEE Computer Society}, address = {Washington, DC, USA}, month = {November 26-28}, year = {2007} } @article{Li07f, author = {Chenfei Li and Qunxiong Zhu and Zhiqiang Geng}, title = {{Multi-objective particle swarm optimization hybrid algorithm: An application on industrial cracking furnace}}, journal = {Industrial \& Engineering Chemistry Research}, volume = {46}, number = {11}, pages = {3602--3609}, month = {May 23}, year = {2007} } @article{Li07g, author = {Bin-Bin Li and Ling Wang}, title = {{A hybrid quantum-inspired genetic algorithm for multiobjective flow shop scheduling}}, journal = {IEEE Transactionsd on Systems Man and Cybernetics Part B-Cybernetics}, volume = {37}, number = {3}, pages = {576--591}, month = {June}, year = {2007} } @incollection{Li08, author = {Rui Li and Jeroen Eggermont and Ofer M. Shir and Michael T. M. Emmerich and Thomas B\"{a}ck and Jouke Dijkstra and Johan H. C. Reiber}, title = {{Mixed-Integer Evolution Strategies with Dynamic Niching}}, booktitle = {Parallel Problem Solving from Nature--PPSN X}, editor = {G\"{u}nter Rudolph and Thomas Jansen and Simon Lucas and Carlo Poloni and Nicola Beume}, pages = {246--255}, address = {Dortmund, Germany}, publisher = {Springer. Lecture Notes in Computer Science Vol. 5199}, month = {September}, year = {2008} } @inproceedings{Li08a, author = {Kangshun Li and Weifeng Pan and Wensheng Zhang and Zhangxin Chen}, title = {{A Sequence Cipher Producing Method Based on Two-Layer Ranking Multi-Objective Evolutionary Algorithm}}, booktitle = {2008 Congress on Evolutionary Computation (CEC'2008)}, pages = {169--173}, publisher = {IEEE Service Center}, address = {Hong Kong}, month = {June}, year = {2008} } @inproceedings{Li08b, author = {Miqing Li and Jinhua Zheng and Guixia Xiao}, title = {{An Efficient Multi-Objective Evolutionary Algorithm Based on Minimum Spanning Tree}}, booktitle = {2008 Congress on Evolutionary Computation (CEC'2008)}, pages = {617--624}, publisher = {IEEE Service Center}, address = {Hong Kong}, month = {June}, year = {2008} } @inproceedings{Li08c, author = {Miqing Li and Jinhua Zheng and Guixia Xiao}, title = {{Uniformity Assessment for Evolutionary Multi-Objective Optimization}}, booktitle = {2008 Congress on Evolutionary Computation (CEC'2008)}, pages = {625--632}, publisher = {IEEE Service Center}, address = {Hong Kong}, month = {June}, year = {2008} } @inproceedings{Li08d, author = {Li Li and Li Hong-Qi and Xie Shao-Long}, title = {{Particle Swarm Multi\_optimizer for Locating all Local Solutions}}, booktitle = {2008 Congress on Evolutionary Computation (CEC'2008)}, pages = {1040-1046}, publisher = {IEEE Service Center}, address = {Hong Kong}, month = {June}, year = {2008} } @inproceedings{Li08e, author = {Lily D. Li and Xiaodong Li and Xinghuo Yu}, title = {{A Multi-Objective Constraint-Handling Method with PSO Algorithm for Constrained Engineering Optimization Problems}}, booktitle = {2008 Congress on Evolutionary Computation (CEC'2008)}, pages = {1528--1535}, publisher = {IEEE Service Center}, address = {Hong Kong}, month = {June}, year = {2008} } @inproceedings{Li08f, author = {Hui Li and Dario Landa-Silva}, title = {{Evolutionary Multi-Objective Simulated Annealing with Adaptive and Competitive Search Direction}}, booktitle = {2008 Congress on Evolutionary Computation (CEC'2008)}, pages = {3310--3317}, publisher = {IEEE Service Center}, address = {Hong Kong}, month = {June}, year = {2008} } @inproceedings{Li08g, author = {Miqing Li and Jinhua Zheng and Jun Wu}, title = {{Improving NSGA-II Algorithm Based on Minimum Spanning Tree}}, editor = {Xiaodong Li and Michael Kirley and Mengjie Zhang and David G. Green and Victor Ciesielski and Hussein A. Abbass and Zbigniew Michalewicz and Tim Hendtlass and Kalyanmoy Deb and Kay Chen Tan and J\"{u}rgen Branke and Yuhui Shi}, booktitle = {Simulated Evolution and Learning (SEAL 2008)}, address = {Melbourne, Australia}, publisher = {Springer. Lecture Notes in Computer Science, Vol. 5361}, pages = {170--179}, month = {December}, year = {2008} } @inproceedings{Li08h, author = {Yinghai Li and Jianzhong Zhou and Hui Qin and Youlin Lu and Junjie Yang}, title = {{Adaptive Niche Multi-Objective Particle Swarm Optimization Algorithm}}, booktitle = {Fourth International Conference on Natural Computation (ICNC 2008)}, address = {Jinan, Shandong, China}, publisher = {IEEE Computer Society Press}, pages = {418--422}, month = {October 18--20}, year = {2008} } @article{Li08i, author = {Zhongkai Li and Yixiong Feng and Jianrong Tan and Zhe Wei}, title = {{A methodology to support product platform optimization using multi-objective evolutionary algorithm}}, journal = {Transactions of the Institute of Measurement and Control}, volume = {30}, number = {3-4}, pages = {295--312}, month = {August-October}, year = {2008} } @article{Li08j, author = {M. Li and G. Li and S. Azarm}, title = {{A kriging metamodel assisted multi-objective genetic algorithm for design optimization}}, journal = {Journal of Mechanical Design}, volume = {130}, number = {3}, month = {March}, year = {2008}, note = {article number 031401} } @article{Li08k, author = {Bin-Bin Li and Ling Wang and Bo Liu}, title = {{An effective PSO-based hybrid algorithm for multiobjective permutation flow shop scheduling}}, journal = {IEEE Transactions on Systems Man and Cybernetics Part A-Systems and Humans}, volume = {38}, number = {4}, pages = {818--831}, month = {July}, year = {2008} } @incollection{Li09, author = {Hui Li and Dario Landa-Silva}, title = {{An Elitist GRASP Metaheuristic for the Multi-Objective Quadratic Assignment Problem}}, booktitle = {Evolutionary Multi-Criterion Optimization. 5th International Conference, EMO 2009}, publisher = {Springer. Lecture Notes in Computer Science Vol. 5467}, year = {2009}, editor = {Matthias Ehrgott and Carlos M. Fonseca and Xavier Gandibleux and Jin-Kao Hao and Marc Sevaux}, pages = {481--494}, address = {Nantes, France}, month = {April} } @incollection{Li09a, author = {Miqing Li and Jinhua Zheng}, title = {{Spread Assessment for Evolutionary Multi-Objective Optimization}}, booktitle = {Evolutionary Multi-Criterion Optimization. 5th International Conference, EMO 2009}, publisher = {Springer. Lecture Notes in Computer Science Vol. 5467}, year = {2009}, editor = {Matthias Ehrgott and Carlos M. Fonseca and Xavier Gandibleux and Jin-Kao Hao and Marc Sevaux}, pages = {216--230}, address = {Nantes, France}, month = {April} } @article{Li09b, author = {L. Li and G. Q. Huang}, title = {{Multiobjective Evolutionary Optimisation for Adaptive Product Family Design}}, journal = {International Journal of Computer Integrated Manufacturing}, volume = {22}, number = {4}, pages = {299--314}, year = {2009} } @article{Li09c, author = {Hui Li and Qingfu Zhang}, title = {{Multiobjective Optimization Problems With Complicated Pareto Sets, MOEA/D and NSGA-II}}, journal = {IEEE Transactions on Evolutionary Computation}, volume = {13}, number = {2}, pages = {284--302}, month = {April}, year = {2009} } @article{Li09d, author = {Xuebin Li}, title = {{Study of multi-objective optimization and multi-attribute decision-making for economic and environmental power dispatch}}, journal = {Electric Power Systems Research}, volume = {79}, number = {5}, pages = {789--795}, month = {May}, year = {2009} } @article{Li09e, author = {L. Li and G. Q. Huang}, title = {{Multiobjective evolutionary optimisation for adaptive product family design}}, journal = {International Journal of Computer Integrated Manufacturing}, volume = {22}, number = {4}, pages = {299--314}, year = {2009} } @article{Li09f, author = {Zhiyong Li and G\"{u}nter Rudolph and Kenli Li}, title = {{Convergence performance comparison of quantum-inspired multi-objective evolutionary algorithms}}, journal = {Computers \& Mathematics with Applications}, volume = {57}, number = {11-12}, pages = {1843--1854}, month = {June}, year = {2009} } @article{Li09g, author = {Xuebin Li}, title = {{Multiobjective Optimization and Multiattribute Decision Making Study of Ship's Principal Parameters in Conceptual Design}}, journal = {Journal of Ship Research}, volume = {53}, number = {2}, pages = {83--92}, month = {June}, year = {2009} } @article{Li09i, author = {M. Li and S. Azarm and N. Williams and S. {Al Hashimi} and A. Almansoori and N. {Al Qasas}}, title = {Integrated multi-objective robust optimization and sensitivity analysis with irreducible and reducible interval uncertainty}, journal = {Engineering Optimization}, volume = {41}, number = {10}, pages = {889--908}, month = {October}, year = {2009} } @inproceedings{Li09j, author = {Zhiyong Li and Songbing Liu and Degui Xiao and Jun Chen and Kenli Li}, title = {{Multi-Objective Particle Swarm Optimization Algorithm Based on Game Strategies}}, booktitle = {2009 ACM SIGEVO Summit on Genetic and Evolutionary Computation (GEC'2009)}, publisher = {ACM Press}, pages = {287--294}, address = {Shanghai, China}, month = {June 12-14}, year = {2009}, note = {ISBN 978-1-60558-326-6} } @article{Li09k, author = {Li Li and F. Qiao and Q.D. Wu}, title = {{ACO-based multi-objective scheduling of parallel batch processing machines with advanced process control constraints}}, journal = {International Journal of Advanced Manufacturing Technology}, volume = {44}, number = {9-10}, pages = {985--994}, month = {October}, year = {2009} } @article{Li09l, author = {Zhaojun Li and Haitao Liao and David W. Coit}, title = {{A two-stage approach for multi-objective decision making with applications to system reliability optimization}}, journal = {Reliabilty Engineering \& System Safety}, volume = {94}, number = {10}, pages = {1585--1592}, month = {October}, year = {2009} } @article{Li09m, author = {Honglin Li and Hailei Zhang and Mingyue Zheng and Jie Luo and Ling Kang and Xiaofeng Liu and Xicheng Wang and Hualiang Jiang}, title = {{An effective docking strategy for virtual screening based on multi-objective optimization algorithm}}, journal = {BMC Bioinformatics}, volume = {10}, month = {February 11}, year = {2009}, note = {Article Number: 58} } @inproceedings{Li09n, author = {J.P. Li and A. Wood}, title = {{Random Search with Species Conservation for Multimodal Functions}}, booktitle = {2009 IEEE Congress on Evolutionary Computation (CEC'2009)}, publisher = {IEEE Press}, pages = {3164--3171}, address = {Trondheim, Norway}, month = {May}, year = {2009} } @article{Li09o, author = {Xuebin Li}, title = {{Study of Multi-objective Optimization and Multi-attribute Decision-making for Dynamic Economic Emission Dispatch}}, journal = {Electric Power Components and Systems}, volume = {37}, number = {10}, pages = {1133--1148}, year = {2009} } @INPROCEEDINGS{Li09p, author = {ChengFei Li and DeMing Zuo}, title = {{Fuzzy Multi-objective Particle Swarm Optimization Algorithm using Industrial Purified Terephthalic Acid Solvent Dehydration Process}}, booktitle = {2009 WRI World Congress on Computer Science and Information Engineering}, pages = {215--219}, publisher = {IEEE Computer Society}, address = {Los Angeles, California, USA}, month = {March-April}, year = {2009} } @article{Li09q, author = {Jun Li and Bo Gao}, title = {{On chance maximization model in fuzzy random decision systems}}, journal = {Mathematical and Computer Modelling}, volume = {50}, number = {3-4}, pages = {453--464}, month = {August}, year = {2009} } @incollection{Li09r, author = {Jun Li}, title = {{Compromise Approach-Based Genetic Algorithm for Constrained Multiobjective Portfolio Selection Model}}, booktitle = {Cutting-Edge Research Topics on Multiple Criteria Decision Making (MCDM'2009)}, editor = {Yong Shi and Shouyang Wang and Yi Peng and Jianping Li and Yong Zeng}, pages = {697--704}, publisher = {Springer, Communications in Computer and Information Science, Vol. 35}, address = {Heidelberg, Germany}, year = {2009} } @article{Li10, author = {Zhihuan Li and Yinhong Li and Xianzhong Duan}, title = {{Multiobjective Optimal Reactive Power Flow Using Elitist Nondominated Sorting Genetic Algorithm: Comparison and Improvement}}, journal = {Journal of Electrical Engineering \& Technology}, volume = {5}, number = {1}, pages = {70--78}, month = {March}, year = {2010} } @article{Li10a, author = {Xiaodong Li}, title = {{Niching Without Niching Parameters: Particle Swarm Optimization Using a Ring Topology}}, journal = {IEEE Transactions on Evolutionary Computation}, volume = {14}, number = {1}, pages = {150--169}, month = {February}, year = {2010} } @article{Li10b, author = {Yinghai Li and Jianzhong Zhou and Yongchuan Zhang and Hui Qin and Li Liu}, title = {{Novel Multiobjective Shuffled Frog Leaping Algorithm with Application to Reservoir Flood Control Operation}}, journal = {Journal of Water Resources Planning and Management-ASCE}, volume = {136}, number = {2}, pages = {217--226}, month = {March-April}, year = {2010} } @inproceedings{Li10c, author = {Miqing Li and Jinhua Zheng and Ruimin Shen and Ke Li and Qizhao Yuan}, title = {{A Grid-Based Fitness Strategy for Evolutionary Many-Objective Optimization}}, booktitle = {Proceedings of the 12th annual conference on Genetic and Evolutionary Computation (GECCO'2010)}, pages = {463--470}, publisher = {ACM Press}, address = {Portland, Oregon, USA}, month = {July 7--11}, year = {2010}, note = {ISBN 978-1-4503-0072-8} } @incollection{Li10d, author = {Miqing Li and Jinhua Zheng and Ke Li and Qizhao Yuan and Ruimin Shen}, title = {{Enhancing Diversity for Average Ranking Method in Evolutionary Many-Objective Optimization}}, booktitle = {Parallel Problem Solving from Nature--PPSN XI, 11th International Conference, Proceedings, Part I}, publisher = {Springer, Lecture Notes in Computer Science Vol. 6238}, editor = {Robert Schaefer and Carlos Cotta and Joanna Ko{\l}odziej and G\"{u}nter Rudolph}, pages = {647--656}, address = {Krak\'{o}w, Poland}, month = {September}, year = {2010} } @inproceedings{Li10e, author = {Junqing Li and Quanke Pan}, title = {{A hybrid Pareto-based local search for multi-objective flexible job shop scheduling problem}}, booktitle = {2010 IEEE Congress on Evolutionary Computation (CEC'2010)}, pages = {316--320}, publisher = {IEEE Press}, address = {Barcelona, Spain}, month = {July 18--23}, year = {2010} } @INPROCEEDINGS{Li10f, author = {Xiaodong Li and Kalyanmoy Deb}, title = {{Comparing lbest PSO niching algorithms using different position update rules}}, booktitle = {2010 IEEE Congress on Evolutionary Computation (CEC'2010)}, year = {2010}, pages = {1564--1571}, address = {Barcelona, Spain}, month = {July 18--23}, publisher = {IEEE Press} } @INPROCEEDINGS{Li10g, author = {Hui Li and Dario Landa-Silva and Xavier Gandibleux}, title = {{Evolutionary multi-objective optimization algorithms with probabilistic representation based on pheromone trails}}, booktitle = {2010 IEEE Congress on Evolutionary Computation (CEC'2010)}, year = {2010}, pages = {2307--2314}, address = {Barcelona, Spain}, month = {July 18--23}, publisher = {IEEE Press} } @INPROCEEDINGS{Li10h, author = {Rong Li and Timothy R. Mersch and Oriana X. Wen and Assem Kaylani and Georgios C. Anagnostopoulos}, title = {{Multi-objective memetic evolution of ART-based classifiers}}, booktitle = {2010 IEEE Congress on Evolutionary Computation (CEC'2010)}, year = {2010}, pages = {3353--3360}, address = {Barcelona, Spain}, month = {July 18--23}, publisher = {IEEE Press} } @INPROCEEDINGS{Li10i, author = {Jian-Ping Li and Xiao-Dong Li and Alastair Wood}, title = {{Species based evolutionary algorithms for multimodal optimization: A brief review}}, booktitle = {2010 IEEE Congress on Evolutionary Computation (CEC'2010)}, pages = {4156--4163}, publisher = {IEEE Press}, address = {Barcelona, Spain}, month = {July 18--23}, year = {2010} } @ARTICLE{Li10j, author = {Yongming Li and Xiaoping Zeng}, title = {{Sequential multi-criteria feature selection algorithm based on agent genetic algorithm}}, journal = {Applied Intelligence}, volume = {33}, number = {2}, pages = {117--131}, month = {October}, year = {2010} } @article{Li10k, author = {Minqiang Li and Dan Lin and Shouyang Wang}, title = {{Solving a type of biobjective bilevel programming problem using NSGA-II}}, journal = {Computers \& Mathematics with Applications}, volume = {59}, number = {2}, pages = {706--715}, month = {January}, year = {2010} } @article{Li10l, author = {Hai-yang Li and Ya-Zhong Luo and Jin-Zhang and Guo-Jin Tang}, title = {{Optimal multi-objective linearized impulsive rendezvous under uncertainty}}, journal = {Acta Astronautica}, volume = {66}, number = {3-4}, pages = {439--445}, month = {February - March}, year = {2010} } @ARTICLE{Li10m, author = {Xi-Ping Li and Guo-Qun Zhao and Yan-Jin Guan and Ming-Xing Ma}, title = {{Multi-objective optimization of heating channels for rapid heating cycle injection mold using Pareto-based genetic algorithm}}, journal = {Polymers for Advanced Technologies}, volume = {21}, number = {9}, pages = {669--678}, month = {September}, year = {2010} } @article{Li11, author = {Minqiang Li and Liu Liu and Dan Lin}, title = {{A Fast Steady-state Epsilon-dominance Multi-objective Evolutionary Algorithm}}, journal = {Computational Optimization and Applications}, volume = {48}, number = {1}, pages = {109--138}, month = {January}, year = {2011} } @article{Li11a, author = {Qian Li and Linyan Sun and Liang Bao}, title = {{Enhanced index tracking based on multi-objective immune algorithm}}, journal = {Expert Systems with Applications}, volume = {38}, number = {5}, pages = {6101--6106}, month = {May}, year = {2011} } @article{Li11b, author = {Bing Li and Pei-lin Zhang and Hao Tian and Shuang-shan Mi and Dong-sheng Liu and Guo-quan Ren}, title = {{A new feature extraction and selection scheme for hybrid fault diagnosis of gearbox}}, journal = {Expert Systems With Applications}, volume = {38}, number = {8}, pages = {10000--10009}, month = {August}, year = {2011} } @incollection{Li11c, author = {Xiaodong Li}, title = {{Developing Niching Algorithms in Particle Swarm Optimization}}, booktitle = {Handbook of Swarm Intelligence. Concepts, Principles and Applications}, editor = {Bijaya Ketan Panigrahi and Yuhui Shi and Meng-Hiot Lim}, pages = {67--88}, publisher = {Springer-Verlag}, address = {Berlin, Germany}, year = {2011}, note = {ISBN 978-3-642-17389-9} } @ARTICLE{Li11d, author = {Haiyan Li and Mingxu Ma and Yuanwei Jing}, title = {{A new method based on LPP and NSGA-II for multiobjective robust collaborative optimization}}, journal = {Journal of Mechanical Science and Technology}, volume = {25}, number = {5}, pages = {1071--1079}, month = {May}, year = {2011} } @ARTICLE{Li11e, author = {H. Li and D. Landa-Silva}, title = {{An Adaptive Evolutionary Multi-Objective Approach Based on Simulated Annealing}}, journal = {Evolutionary Computation}, volume = {19}, number = {4}, pages = {561--595}, month = {Winter}, year = {2011} } @ARTICLE{Li11f, author = {Kejing Li and Xiaobing Zhang}, title = {{Multi-Objective Optimization of Interior Ballistic Performance Using NSGA-II}}, journal = {Propellants Explosives Pyrotechnics}, volume = {36}, number = {3}, pages = {282--290}, month = {June}, year = {2011} } @ARTICLE{Li11g, author = {Weihong Li and Lijuan Liu and Weiguo Gong}, title = {{Multi-objective uniform design as a SVM model selection tool for face recognition}}, journal = {Expert Systems With Applications}, volume = {38}, number = {6}, pages = {6689--6695}, month = {June}, year = {2011} } @inproceedings{Li11h, author = {Ke li and \'{A}lvaro Fialho and Sam Kwong}, title = {{Multi-Objective Differential Evolution with Adaptive Control of Parameters and Operators}}, booktitle = {Learning and Intelligent Optimization, 5th International Conference, LION 5}, editor = {Carlos A. {Coello Coello}}, pages = {473--487}, publisher = {Springer. Lecture Notes in Computer Science Vol. 6683}, address = {Rome, Italy}, month = {January 17-21}, year = {2011} } @book{Li11i, author = {Lijuan Li and Feng Liu}, title = {{Group Search Optimization for Applications in Structural Design}}, publisher = {Springer-Verlag}, address = {Berlin, Germany}, year = {2011}, note = {ISBN 978-3-642-20535-4} } @ARTICLE{Li12, author = {Ke Li and Sam Kwong and Jingjing Cao and Miqing Li and Jinhua Zheng and Ruimin Shen}, title = {{Achieving balance between proximity and diversity in multi-objective evolutionary algorithm}}, journal = {Information Sciences}, volume = {182}, number = {1}, pages = {220--242}, month = {January 1}, year = {2012} } @article{Lian05, author = {Y.S. Lian and M.S. Liou}, title = {{Multi-objective optimization of transonic compressor blade using evolutionary algorithm}}, journal = {Journal of Propulsion and Power}, volume = {21}, number = {6}, pages = {979--987}, month = {November-December}, year = {2005} } @article{Lian05a, author = {Y.S. Lian and M.S. Liou}, title = {{Multiobjective optimization using coupled response surface model and evolutionary algorithm}}, journal = {AIAA Journal}, volume = {43}, number = {6}, pages = {1316--1325}, month = {June}, year = {2005} } @article{Lian10, author = {Zhigang Lian}, title = {{A united search particle swarm optimization algorithm for multiobjective scheduling problem}}, journal = {Applied Mathematical Modelling}, volume = {34}, number = {11}, pages = {3518--3526}, month = {November}, year = {2010} } @inproceedings{Liang94, author = {Simon J. Liang and John M. Lewis}, title = {Job {S}hop {S}cheduling {U}sing {M}ultiple {C}riteria}, pages = {77--82}, booktitle = {Proceedings of the Joint Hungarian-British Mechatronic Conference}, year = {1994}, publisher = {Computational Mechanics}, month = {September} } @article{Liang10, author = {Yu Liang and XiaoQuan Cheng and ZhengNeng Li and JinWu Xiang}, title = {{Effect of cavity flame holder configuration on combustion flow field performance of integrated hypersonic vehicle}}, journal = {Science China-Technological Sciences}, volume = {53}, number = {10}, pages = {2708--2717}, month = {October}, year = {2010} } @article{Liang10a, author = {Yu Liang and XiaoQuan Cheng and ZhengNeng Li and JinWu Xiang}, title = {{Multi-objective robust airfoil optimization based on non-uniform rational B-spline (NURBS) representation}}, journal = {Science China-Technological Sciences}, volume = {53}, number = {10}, pages = {2708--2717}, month = {October}, year = {2010} } @ARTICLE{Liang10b, author = {Yun-Chia Liang and Min-Hua Lo}, title = {{Multi-objective redundancy allocation optimization using a variable neighborhood search algorithm}}, journal = {Journal of Heuristics}, volume = {16}, number = {3}, pages = {511--535}, month = {June}, year = {2011} } @article{Liang11, author = {Yu Liang and Xiao-quan Cheng and Zheng-neng Li and Jin-wu Xiang}, title = {{Robust Multi-Objective Wing Design Optimization Via CFD Approximation Model}}, journal = {Engineering Applications of Computational Fluid Mechanics}, volume = {5}, number = {2}, pages = {286--300}, month = {June}, year = {2011} } @article{Liao07, author = {Zhiying Liao and Jens Rittscher}, title = {{A multi-objective supplier selection model under stochastic demand conditions}}, journal = {International Journal of Production Economics}, volume = {105}, number = {1}, pages = {150--159}, month = {January}, year = {2007} } @INPROCEEDINGS{Liao10, author = {H.L. Liao and Q.H. Wu}, title = {{Multi-objective optimization by reinforcement learning}}, booktitle = {2010 IEEE Congress on Evolutionary Computation (CEC'2010)}, year = {2010}, pages = {3374--3381}, address = {Barcelona, Spain}, month = {July 18--23}, publisher = {IEEE Press} } @inproceedings{Liao10a, author = {Shu-Hsien Liao and Chia-Lin Hsieh}, title = {{Integrated Location-Inventory REtail Supply Chain Design: A Multi-Objective Evolutionary Approach}}, booktitle = {Simulated Evolution and Learning, 8th International Conference, SEAL 2010}, editor = {Kalyanmoy Deb and Arnab Bhattacharya and Nirupam Chakraborti and Partha Chakroborty and Swagatam Das and Joydeep Dutta and Santosh K. Gupta and Ashu Jain and Varun Aggarwal and J\"{u}rgen Branke and Sushil J. Louis and Kay Chen Tan}, pages = {533--542}, publisher = {Springer. Lecture Notes in Computer Science Vol. 6457}, address = {Kanpur, India}, month = {December 1-4}, year = {2010} } @article{Liao11, author = {Shu-Hsien Liao and Chia-Lin Hsieh and Peng-Jen Lai}, title = {{An Evolutionary Approach for Multi-Objective Optimization of the Integrated Location-Inventory Distribution Network Problem in Vendor-Managed Inventory}}, journal = {Expert Systems With Applications}, volume = {38}, number = {6}, pages = {6768--6776}, month = {June}, year = {2011} } @ARTICLE{Liao11a, author = {Shu-Hsien Liao and Chia-Lin Hsieh and Yu-Siang Lin}, title = {{A multi-objective evolutionary optimization approach for an integrated location-inventory distribution network problem under vendor-managed inventory systems}}, journal = {Annals of Operations Research}, volume = {186}, number = {1}, pages = {213--229}, month = {June}, year = {2011} } @ARTICLE{Liao11b, author = {T. Warren Liao and P. J. Egbelu and B. R. Sarker and S. S. Leu}, title = {{Metaheuristics for project and construction management - A state-of-the-art review}}, journal = {Automation in Construction}, volume = {20}, number = {5}, pages = {491--505}, month = {August}, year = {2011} } @inproceedings{Lichodzijewski07, author = {Peter Lichodzijewski and Malcolm I. Heywood}, title = {Pareto-{C}oevolutionary {G}enetic {P}rogramming for {P}roblem {D}ecomposition in {M}ulti-Class {C}lassification}, booktitle = {2007 Genetic and Evolutionary Computation Conference (GECCO'2007)}, editor = {Dirk Thierens}, pages = {464--471}, volume = {1}, publisher = {ACM Press}, address = {London, UK}, month = {July}, year = {2007} } @INPROCEEDINGS{Liddle10, author = {Thomas Liddle and Mark Johnston and Mengjie Zhang}, title = {{Multi-Objective Genetic Programming for object detection}}, booktitle = {2010 IEEE Congress on Evolutionary Computation (CEC'2010)}, year = {2010}, pages = {3345--3352}, address = {Barcelona, Spain}, month = {July 18--23}, publisher = {IEEE Press} } @inproceedings{Liefooghe07, author = {Arnaud Liefooghe and Matthieu Basseur and Laetitia Jourdan and El-Ghazali Talbi}, title = {Paradis{EO}-{MOEO}: {A} {F}ramework for {E}volutionary {M}ulti-objective {O}ptimization}, booktitle = {Evolutionary Multi-Criterion Optimization, 4th International Conference, EMO 2007}, editor = {Shigeru Obayashi and Kalyanmoy Deb and Carlo Poloni and Tomoyuki Hiroyasu and Tadahiko Murata}, pages = {386--400}, publisher = {Springer. 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Ho}, title = {{A Distributed Co-Evolutionary Particle Swarm Optimization Algorithm}}, booktitle = {2007 IEEE Congress on Evolutionary Computation (CEC'2007)}, pages = {3831--3838}, publisher = {IEEE Press}, address = {Singapore}, month = {September}, year = {2007} } @ARTICLE{Liu07a, author = {Dasheng Liu and K. C. Tan and C. K. Goh and W. K. Ho}, title = {{A multiobjective memetic algorithm based on particle swarm optimization}}, journal = {IEEE Transactions on Systems Man and Cybernetics Part B-Cybernetycs}, volume = {37}, number = {1}, pages = {42--50}, month = {February}, year = {2007} } @article{Liu08, author = {Hongwu Liu and Ji Li}, title = {{A particle swarm optimization-based multiuser detection for receive-diversity-aided STBC systems}}, journal = {IEEE Signal Processing Letters}, volume = {15}, pages = {29--32}, year = {2008} } @inproceedings{Liu08a, author = {Li Liu and Wenbo Xu}, title = {{A cooperative artificial immune network with particle swarm behavior for multimodal function optimization}}, booktitle = {2008 Congress on Evolutionary Computation (CEC'2008)}, pages = {1550--1555}, publisher = {IEEE Service Center}, address = {Hong Kong}, month = {June}, year = {2008} } @incollection{Liu08b, author = {Chun-An Liu}, title = {{New Multiobjective PSO Algorithm for Nonlinear Constrained Programming Problems}}, booktitle = {Advances in Cognitive Neurodynamics ICCN 2007}, editor = {Rubin Wang and Fanji Gu and Enhua Shen}, pages = {955--962}, publisher = {Springer.}, address = {}, month = {June}, year = {2008} } @inproceedings{Liu08c, author = {Wudong Liu and Qingfu Zhang and Edward Tsang and Botond Virginas}, title = {{Tchebycheff Approximation in Gaussian Process Model Composition for Multi-Objective Expensive Black Box}}, booktitle = {2008 Congress on Evolutionary Computation (CEC'2008)}, pages = {3065--3070}, publisher = {IEEE Service Center}, address = {Hong Kong}, month = {June}, year = {2008} } @incollection{Liu08d, author = {Chun-An Liu}, title = {{New Multiobjective PSO Algorithm for Nonlinear Constrained Programming Problems}}, booktitle = {Advances in Cognitive Neurodynamics (ICCN 2007)}, publisher = {Springer}, pages = {955--962}, editor = {Rubin Wang and Fanji Gu and Enhua Shen}, month = {June}, year = {2008} } @article{Liu08e, author = {Chun-An Liu and Yuping Wang}, title = {{A new dynamic multi-objective optimization evolutionary algorithm}}, journal = {International Journal of Innovative Computing Information and Control}, volume = {4}, number = {8}, pages = {2087--2096}, month = {August}, year = {2008} } @article{Liu08f, author = {Tung-Kuan Liu and Chi-Ruey and Yu-Hern Chang}, title = {{Disruption Management of an Inequality-Based Multi-Fleet Airline Scheduling by a Multi-Objective Genetic Algorithm}}, journal = {Transportation Planning and Technology}, volume = {31}, number = {6}, pages = {613--639}, month = {December}, year = {2008} } @article{Liu08g, author = {Wei Liu and Yuying Yang}, title = {{Multi-objective optimization of sheet metal forming process using Pareto-based genetic algorithm}}, journal = {Journal of Materials Processing Technology}, volume = {208}, number = {1-3}, pages = {499--506}, month = {November 21}, year = {2008} } @article{Liu08h, author = {Ji-cheng Liu and Su-li Yan and Jian-xun Qi}, title = {{A hybrid particle swarm optimization approach with neural network and set pair analysis for transmission network planning}}, journal = {Journal of Central South University of Technology}, volume = {15}, pages = {321--326}, month = {December}, year = {2008} } @INPROCEEDINGS{Liu08i, author = {Hai-lin Liu and Xueqiang Li and Yuqing Chen}, title = {{Multi-Objective Evolutionary Algorithm Based on Dynamical Crossover and Mutation}}, booktitle = {2008 International Conference on Computational Intelligence and Security (CIS'2008)}, pages = {150--155}, publisher = {IEEE Computer Society}, address = {Suzhou, China}, month = {December}, year = {2008} } @article{Liu08j, author = {D. S. Liu and K. C. Tan and S. Y. Huang and C. X. Goh and W. K. Ho}, title = {{On Solving Multiobjective Bin Packing Problems Using Evolutionary Particle Swarm Optimization}}, journal = {European Journal of Operational Research}, volume = {190}, number = {2}, pages = {357--382}, month = {October 16}, year = {2008} } @incollection{Liu08k, author = {Chun-An Liu}, title = {{New Multiobjective PSO Algorithm for Nonlinear Constrained Programming Problems}}, booktitle = {Advances in Cognitive Neurodynamics, Proceedings of the International Conference on Cognitive Neurodynamics - 2007}, editor = {Rubin Wang and Fanji Gu amd Enhua Shen}, pages = {955--962}, publisher = {Springer}, address = {Berlin}, year = {2008}, note = {ISBN 978-1-4020-8386-0} } @article{Liu09, author = {Xiaofeng Liu and Fang Bai and Sisheng Ouyang and Xicheng Wang and Honglin Li and Huangling Jiang}, title = {{Cyndi: a multi-objective evolution algorithm based method for bioactive molecular conformational generation}}, journal = {BMC Bioinformatics}, volume = {10}, number = {101}, month = {March 31}, year = {2009} } @article{Liu09a, author = {Chun'an Liu and Yunping Wang}, title = {{Multiobjective evolutionary algorithm for dynamic nonlinear constrained optimization problems}}, journal = {Journal of Systems Engineering and Electronics}, volume = {20}, number = {1}, pages = {204--210}, month = {February}, year = {2009} } @article{Liu09b, author = {Yang Liu}, title = {{Automatic calibration of a rainfall-runoff model using a fast and elitist multi-objective particle swarm algorithm}}, journal = {Expert Systems with Applications}, volume = {36}, number = {5}, pages = {9533--9538}, month = {July}, year = {2009} } @article{Liu09c, author = {Hai-Lin Liu and Yuping Wang and Yiu-Ming Cheung}, title = {{A Multi-Objective Evolutionary Algorithm Using Min-Max Strategy and Sphere Coordinate Transformation}}, journal = {Intelligent Automation and Soft Computing}, volume = {15}, number = {3}, pages = {361--384}, year = {2009} } @article{Liu09d, author = {Wei Liu and Yuying Yang and Zhongwen Xing and Lihong Zhao}, title = {{Springback control of sheet metal forming based on the response-surface method and multi-objective genetic algorithm}}, journal = {Materials Science and Engineering A-Structural Materials Properties Microstructure and Processing}, volume = {499}, number = {1-2}, pages = {325--328}, month = {January 15}, year = {2009} } @inproceedings{Liu09e, author = {Liu Liu and Minqiang Li and Lin Dan}, title = {{An Exploratory Study on Dominance Resistant Solutions in Many Objectives Optimization}}, booktitle = {2009 ACM SIGEVO Summit on Genetic and Evolutionary Computation (GEC'2009)}, publisher = {ACM Press}, pages = {353--360}, address = {Shanghai, China}, month = {June 12-14}, year = {2009}, note = {ISBN 978-1-60558-326-6} } @inproceedings{Liu09f, author = {Hai-lin Liu and Xueqiang Li}, title = {{The multiobjective evolutionary algorithm based on determined weight and sub-regional search}}, booktitle = {2009 IEEE Congress on Evolutionary Computation (CEC'2009)}, publisher = {IEEE Press}, pages = {1928--1934}, address = {Trondheim, Norway}, month = {May}, year = {2009} } @inproceedings{Liu09g, author = {Minzhong Liu and Xiufen Zou and Yu Chen and Zhijian Wu}, title = {{Performance Assessment of DMOEA-DD with CEC 2009 MOEA Competition Test Instances}}, booktitle = {2009 IEEE Congress on Evolutionary Computation (CEC'2009)}, publisher = {IEEE Press}, pages = {2913--2918}, address = {Trondheim, Norway}, month = {May}, year = {2009} } @article{Liu09h, author = {Yanbing Liu and Jun Huang}, title = {{A Novel Fast Multi-objective Evolutionary Algorithm for QoS Multicast Routing in MANET}}, journal = {International Journal of Computational Intelligence Systems}, volume = {2}, number = {3}, pages = {288--297}, month = {October}, year = {2009} } @INPROCEEDINGS{Liu09i, author = {Junwan Liu and Zhoujun Li and Yiming Chen}, title = {{Microarray Data Biclustering with Multi-Objective Immune Algorithm}}, booktitle = {Fifth International Conference on Natural Computation (ICNC'2009)}, pages = {200--204}, editor = {Haiying Wang and Kay Soon Low and Kexin Wei and Junqing Sun}, publisher = {IEEE Computer Society}, address = {Tianjian, China}, month = {August 14-16}, year = {2009} } @INPROCEEDINGS{Liu09j, author = {Liqin Liu and Xueliang Zhang and Liming Xie and Juan Du}, title = {{A Novel Multi-Objective Particle Swarm Optimization based on Dynamic Crowding Distance}}, booktitle = {2009 IEEE International Conference on Intelligent Computing and Intelligent Systems (ICIS 2009)}, pages = {481--485}, publisher = {IEEE Computer Society}, address = {Shanghai, China}, month = {November 22-24}, year = {2009} } @article{Liu09k, author = {Tung-Kuan Liu and Chiu-Hung Chen and Zu-Shu Li and Jyh-Horng Chou}, title = {{Method of Inequalities-based Multiobjective Genetic Algorithm for Optimizing a Cart-double-pendulum System}}, journal = {International Journal of Automation and Computing}, volume = {6}, number = {1}, pages = {29--37}, month = {February}, year = {2009} } @article{Liu09l, author = {Junwan Liu and Zhoujun Li and Xiaohua Hu and Yiming Chen}, title = {{Biclustering of microarray data with MOSPO based on crowding distance}}, journal = {BMC Bioinformatics}, volume = {10}, month = {April 29}, year = {2009}, note = {Suppl. 4. Art. Number S9} } @article{Liu09m, author = {Kun-Hong Liu and Bo Li and Jun Zhang and Ji-Xiang Du}, title = {{Ensemble Component Selection for Improving ICA Based Microarray Data Prediction Models}}, journal = {Pattern Recognition}, volume = {42}, number = {7}, pages = {1274--1283}, month = {July}, year = {2009} } @article{Liu10, author = {Tung-Kuan Liu and Chiu-Hung Chen and Jyh-Horng Chou}, title = {{Optimization of short-haul aircraft schedule recovery problems using a hybrid multiobjective genetic algorithm}}, journal = {Expert Systems with Applications}, volume = {37}, number = {3}, pages = {2307--2315}, month = {March 15}, year = {2010} } @article{Liu10a, author = {Xuemei Liu and Xiao-Hui Zhang and Jin Yuan}, title = {{Relevance vector machine and fuzzy system based multi-objective dynamic design optimization: A case study}}, journal = {Expert Systems With Applications}, volume = {37}, number = {5}, pages = {3598--3604}, month = {May}, year = {2010} } @article{Liu10b, author = {J.-L. Liu and T.-F. Lee}, title = {{A Modified Non-Dominated Sorting Genetic Algorithm with Fractional Factorial Design for Multi-Objective Optimization Problems}}, journal = {Journal of Mechanics}, volume = {26}, number = {2}, pages = {143--156}, month = {June}, year = {2010} } @inproceedings{Liu10c, author = {Ruochen Liu and Wei Zhang and Licheng Jiao and Fang Liu and Jingjing Ma}, title = {{A Sphere-Dominance Based Preference Immune-Inspired Algorithm for Dynamic Multi-Objective Optimization}}, booktitle = {Proceedings of the 12th annual conference on Genetic and Evolutionary Computation (GECCO'2010)}, pages = {423--430}, publisher = {ACM Press}, address = {Portland, Oregon, USA}, month = {July 7--11}, year = {2010}, note = {ISBN 978-1-4503-0072-8} } @article{Liu10d, author = {Hong Liu and Qishan Zhang and Ligang Yao}, title = {{Multi-objective Particle Swarm Optimization Algorithm Based on Grey Relational Analysis with Entropy Weight}}, journal = {Journal of Grey System}, volume = {22}, number = {3}, pages = {265--274}, year = {2010} } @ARTICLE{Liu10e, author = {Lei Liu and Junwei Lu and Shiyou Yang and Guangzheng Ni}, title = {{Multi-objective design optimization of an inverted-S antenna}}, journal = {International Journal of Applied Electromagnetics and Mechanics}, volume = {33}, number = {3-4}, pages = {1049--1055}, year = {2010} } @ARTICLE{Liu10f, author = {Ying Liu and Sudha Ram and Robert F. Lusch and Michael Brusco}, title = {{Multicriterion Market Segmentation: A New Model, Implementation, and Evaluation}}, journal = {Marketing Science}, volume = {29}, number = {5}, pages = {880-894}, month = {September-October}, year = {2010} } @ARTICLE{Liu10g, author = {Yang Liu and Fan Sun}, title = {{Sensitivity Analysis and Automatic Calibration of a Rainfall-runoff Model Using Multi-objectives}}, journal = {Ecological Informatics}, volume = {5}, number = {4}, pages = {304-310}, month = {July}, year = {2010} } @inproceedings{Liu10h, author = {Bo Liu and Francisco V. Fern{\'a}ndez and Qingfu Zhang and Murat Pak and Suha Sipahi and Georges Gielen}, title = {{An enhanced MOEA/D-DE and its application to multiobjective analog cell sizing}}, booktitle = {2010 IEEE Congress on Evolutionary Computation (CEC'2010)}, pages = {960--966}, publisher = {IEEE Press}, address = {Barcelona, Spain}, month = {July 18--23}, year = {2010} } @INPROCEEDINGS{Liu10i, author = {Jing Liu and Weicai Zhong and Hussein A. Abbass and David G. Green}, title = {{Separated and Overlapping Community Detection in Complex Networks using multiobjective Evolutionary Algorithms}}, booktitle = {2010 IEEE Congress on Evolutionary Computation (CEC'2010)}, pages = {4049--4055}, publisher = {IEEE Press}, address = {Barcelona, Spain}, month = {July 18--23}, year = {2010} } @INPROCEEDINGS{Liu10j, author = {Fang Liu and Maoguo Gong and Jingjing Ma and Licheng Jiao and Wei Zhang}, title = {{Optimizing detector distribution in V-detector negative selection using a constrained multiobjective immune algorithm}}, booktitle = {2010 IEEE Congress on Evolutionary Computation (CEC'2010)}, year = {2010}, pages = {3643--3650}, address = {Barcelona, Spain}, month = {July 18--23}, publisher = {IEEE Press} } @inproceedings{Liu10k, author = {Jenn-Long Liu and Jiann-Horng Lin}, title = {{Hostile area for facility monitoring with an optimal wireless sensor network deployment}}, booktitle = {2010 IEEE Congress on Evolutionary Computation (CEC'2010)}, pages = {2824--2831}, publisher = {IEEE Press}, address = {Barcelona, Spain}, month = {July 18--23}, year = {2010} } @inproceedings{Lizarraga08, author = {Giovanni Liz\'{a}rraga and Arturo Hern\'{a}ndez and Salvador Botello}, title = {{A Set of Test Cases for Performance Measures in Multiobjective Optimization}}, booktitle = {MICAI 2008: Advances in Artificial Intelligence, 7th Mexican International Conference on Artificial Intelligence}, editor = {Alexander F. Gelbukh and Eduardo F. Morales}, pages = {429--439}, publisher = {Springer. Lecture Notes in Computer Science Vol. 5317}, address = {Atizap{\'a}n de Zaragoza, Mexico}, month = {October 27-31}, year = {2008} } @inproceedings{Lizarraga08a, author = {Giovanni Liz\'{a}rraga and Arturo Hern\'{a}ndez and Salvador Botello}, title = {{Some Demonstrations about the Cardinality of Important Sets of Non-dominated Sets}}, booktitle = {MICAI 2008: Advances in Artificial Intelligence, 7th Mexican International Conference on Artificial Intelligence}, editor = {Alexander F. Gelbukh and Eduardo F. Morales}, pages = {440--450}, publisher = {Springer. 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Lochtefeld and Frank W. Ciarallo}, title = {{Deterministic Helper-Objective Sequences Applied to Job-Shop Scheduling}}, booktitle = {Proceedings of the 12th annual conference on Genetic and Evolutionary Computation (GECCO'2010)}, pages = {431--438}, publisher = {ACM Press}, address = {Portland, Oregon, USA}, month = {July 7--11}, year = {2010}, note = {ISBN 978-1-4503-0072-8} } @article{Lochtefeld11, author = {Darrell F. Lochtefeld and Frank W. Ciarallo}, title = {{Helper-objective optimization strategies for the Job-Shop Scheduling Problem}}, journal = {Applied Soft Computing}, volume = {11}, number = {6}, pages = {4161--4174}, month = {September}, year = {2011} } @article{Logist09, author = {F. Logist and P. M. M. Van Erdeghem and J. F. Van Impe}, title = {{Efficient deterministic multiple objective optimal control of (bio)chemical processes}}, journal = {Chemical Engineering Science}, volume = {64}, number = {11}, pages = {2527--2538}, month = {June}, year = {2009} } @inproceedings{Lohn02, author = {Jason D. Lohn and William F. Kraus and Gary L. Haith}, title = {Comparing a {C}oevolutionary {G}enetic {A}lgorithm for {M}ultiobjective {O}ptimization}, booktitle = {Congress on Evolutionary Computation (CEC'2002)}, volume = {2}, address = {Piscataway, New Jersey}, pages = {1157--1162}, publisher = {IEEE Service Center}, month = {May}, year = {2002} } @inproceedings{Lohn07, author = {Jason D. Lohn and William F. Kraus and Gregory S. Hornby}, title = {{Automated Design of a MEMS Resonator}}, booktitle = {2007 IEEE Congress on Evolutionary Computation (CEC'2007)}, pages = {3486--3491}, publisher = {IEEE Press}, address = {Singapore}, month = {September}, year = {2007} } @inproceedings{Lope05, author = {J. {de Lope} and D. Maravall}, title = {Multi-objective dynamic optimization for automatic parallel parking}, booktitle = {Computer Aided Systems Theory -- Eurocast 2005}, publisher = {Springer-Verlag. Lecture Notes in Computer Science Vol. 3643}, pages = {513--518}, year = {2005} } @inproceedings{Lopez04, author = {Manuel L\'{o}pez-Ib\'{a}\~{n}ez and Lu\'{\i}s Paquete and Thomas St\"{u}tzle}, title = {On the {D}esign of {ACO} for the {B}iobjective {Q}uadratic {A}ssignment {P}roblem}, editor = {Marco Dorigo and Mauro Birattari and Christian Blum and Luca M. Gambardella and Francesco Mondada and Thomas St\"{u}tzle}, booktitle = {Proceedings of the 4th International Workshop on Ant Colony Optimization and Swarm Intelligence}, publisher = {Springer. Lecture Notes in Computer Science Vol. 3172}, pages = {214--225}, year = {2004} } @inproceedings{Lopez05, author = {Manuel L\'{o}pez-Ib\'{a}\~{n}ez and T. Devi Prasad and Ben Paechter}, title = {Multi-{O}bjective {O}ptimisation of the {P}ump {S}cheduling {P}roblem using {SPEA2}}, booktitle = {2005 IEEE Congress on Evolutionary Computation (CEC'2005)}, pages = {435--442}, volume = {1}, publisher = {IEEE Service Center}, month = {September}, address = {Edinburgh, Scotland}, year= {2005} } @inproceedings{Lopez05a, author = {Antonio L\'{o}pez-Jaimes and Carlos Coello Coello}, title = {M{R}{M}{O}{G}{A}: {P}arallel {E}volutionary {M}ultiobjective {O}ptimization using {M}ultiple {R}esolutions}, booktitle = {2005 IEEE Congress on Evolutionary Computation (CEC'2005)}, pages = {2294--2301}, volume = {3}, publisher = {IEEE Service Center}, month = {September}, address = {Edinburgh, Scotland}, year = {2005} } @article{Lopez06, author = {Manuel \protect{L\'{o}pez-Ib\'{a}\~{n}ez} and Lu\'{\i}s Paquete and Thomas St\"{u}tzle}, title = {{Hybrid Population-Based Algorithms for the Bi-Objective Quadratic Assignment Problem}}, journal = {Journal of Mathematical Modelling and Algorithms}, volume = {5}, number = {1}, pages = {111--137}, month = {April}, year = {2006} } @article{Lopez07, author = {Antonio {L\'{o}pez Jaimes} and Carlos A. {Coello Coello}}, title = {{MRMOGA}: {A} {N}ew {P}arallel {M}ulti-{O}bjective {E}volutionary {A}lgorithm {B}ased on the {U}se of {M}ultiple {R}esolutions}, journal = {Concurrency and Computation: Practice and Experience}, pages = {397--441}, volume = {19}, number = {4}, month = {March}, year = {2007} } @incollection{Lopez07a, author = {A.G. Lopez-Herrera and E. Herrera-Viedma and F. Herrera and C. Porcel and S. Alonso}, title = {Multi-objective {E}volutionary {A}lgorithms in the {A}utomatic {L}earning of {B}oolean {Q}ueries: {A} {C}omparative {S}tudy}, booktitle = {Theoretical Advances and Applications of Fuzzy Logic and Soft Computing}, editor = {Oscar Castillo and Patricia Melin and Oscar Montiel Ross and Roberto Sep\'{u}lveda Cruz and Witold Pedrycz and Janusz Kacprzyk}, pages = {71--80}, publisher = {Springer-Verlag}, address = {Berlin}, year = {2007} } @inproceedings{Lopez08, author = {Antonio {L\'{o}pez Jaimes} and Carlos A. {Coello Coello} and Debrup Chakraborty}, title = {Objective {R}eduction {U}sing a {F}eature {S}election {T}echnique}, booktitle = {2008 Genetic and Evolutionary Computation Conference (GECCO'2008)}, pages = {674--680}, publisher = {ACM Press}, address = {Atlanta, USA}, month = {July}, year = {2008}, note = {ISBN 978-1-60558-131-6} } @incollection{Lopez08a, author = {Antonio L\'{o}pez Jaimes and Carlos A. {Coello Coello}}, title = {An Introduction to Multi-Objective Evolutionary Algorithms and some of Their Potential Uses in Biology}, booktitle = {Applications of Computational Intelligence in Biology: Current Trends and Open Problems}, editor = {Tomasz Smolinski and Mariofanna G. Milanova and Aboul-Ella Hassanien}, pages = {79--102}, publisher = {Springer}, address = {Berlin}, year = {2008}, note = {ISBN 978-3-540-78533-0} } @incollection{Lopez09, author = {Antonio {L\'{o}pez Jaimes} and Carlos A. {Coello Coello} and Jes\'{u}s E. {Ur\'{\i}as Barrientos}}, title = {{Online Objective Reduction to Deal with Many-Objective Problems}}, booktitle = {Evolutionary Multi-Criterion Optimization. 5th International Conference, EMO 2009}, publisher = {Springer. Lecture Notes in Computer Science Vol. 5467}, year = {2009}, editor = {Matthias Ehrgott and Carlos M. Fonseca and Xavier Gandibleux and Jin-Kao Hao and Marc Sevaux}, pages = {423--437}, address = {Nantes, France}, month = {April} } @article{Lopez09a, author = {A. G. Lopez-Herrera and E. Herrera-Viedma}, title = {{A Study of the Use of Multi-Objective Evolutionary Algorithms to Learn Boolean Queries: A Comparative Study}}, journal = {Journal of the American Society for Information Science and Technology}, volume = {60}, number = {6}, pages = {1192--1207}, month = {June}, year = {2009} } @incollection{Lopez09b, author = {Antonio {L\'{o}pez Jaimes} and Carlos A. {Coello Coello}}, title = {{Multi-Objective Evolutionary Algorithms: A Review of the State-of-the-Art and some of their Applications in Chemical Engineering}}, booktitle = {Multi-Objective Optimization Techniques and Applications in Chemical Engineering}, editor = {Rangaiah Gade Pandu}, pages = {61--90}, chapter = {3}, publisher = {World Scientific}, address = {Singapore}, year = {2009}, note = {ISBN 978-981-283-651-9} } @incollection{Lopez09c, author = {Antonio {L\'{o}pez Jaimes} and Luis Vicente {Santana Quintero} and Carlos A. {Coello Coello}}, title = {Ranking Methods in Many-objective Evolutionary Algorithms}, booktitle = {Nature-Inspired Algorithms for Optimisation}, editor = {Raymond Chiong}, pages = {413--434}, publisher = {Springer}, address = {Berlin}, year = {2009}, note = {ISBN 978-3-642-00266-3} } @inproceedings{Lopez09d, author = {Antonio {L\'{o}pez Jaimes} and Carlos A. {Coello Coello}}, title = {{Study of Preference Relations in Many-Objective Optimization}}, booktitle = {2009 Genetic and Evolutionary Computation Conference (GECCO'2009)}, pages = {611--618}, publisher = {ACM Press}, address = {Montreal, Canada}, month = {July 8--12}, year = {2009}, note = {ISBN 978-1-60558-325-9} } @article{Lopez09e, author = {A. G. Lopez-Herrera and E. Herrera-Viedma and F. Herrera}, title = {{Applying multi-objective evolutionary algorithms to the automatic learning of extended Boolean quieries in fuzzy ordinal linguistic information retrieval systems}}, journal = {Fuzzy Sets and Systems}, volume = {160}, number = {15}, pages = {2192--2205}, month = {August 1}, year = {2009} } @incollection{Lopez09f, author = {Antonio {L\'{o}pez Jaimes} and Carlos A. {Coello Coello}}, title = {{Applications of Parallel Platforms and Models in Evolutionary Multi-Objective Optimization}}, booktitle = {Biologically-Inspired Optimisation Methods}, editor = {Andrew Lewis and Sanaz Mostaghim and Marcus Randall}, pages = {23--49}, publisher = {Springer}, year = {2009}, note = {ISBN 978-3-642-01261-7} } @inproceedings{Lopez10, author = {Manuel \protect{L\'{o}pez-Ib\'{a}\~{n}ez} and Thomas St\"{u}tzle}, title = {{An Analysis of Algorithmic Components for Multiobjective Ant Colony Optimization: A Case Study on the Biobjective TSP}}, booktitle = {Artifical Evolution, 9th International Conference, Evolution Artificielle, EA 2009}, pages = {134--145}, publisher = {Springer. Lecture Notes in Computer Science, Vol. 5975}, address = {Strasbourg, France}, year = {2010}, note = {ISBN 978-3-642-14155-3} } @inproceedings{Lopez10a, author = {Manuel \protect{L\'{o}pez-Ib\'{a}\~{n}ez} and Thomas St\"{u}tzle}, title = {{Alternative Fitness Assignment Methods for Many-Objective Optimization Problems}}, booktitle = {Proceedings of the 12th annual conference on Genetic and Evolutionary Computation (GECCO'2010)}, pages = {71--78}, publisher = {ACM Press}, address = {Portland, Oregon, USA}, month = {July 7--11}, year = {2010}, note = {ISBN 978-1-4503-0072-8} } @incollection{Lopez10b, author = {Antonio {L\'{o}pez Jaimes} and Hern\'{a}n Aguirre and Kiyoshi Tanaka and Carlos A. {Coello Coello}}, title = {{Objective Space Partitioning Using Conflict Information for Many-Objective Optimization}}, booktitle = {Parallel Problem Solving from Nature--PPSN XI, 11th International Conference, Proceedings, Part I}, editor = {Robert Schaefer and Carlos Cotta and Joanna Ko{\l}odziej and G\"{u}nter Rudolph}, pages = {657--666}, publisher = {Springer, Lecture Notes in Computer Science Vol. 6238}, address = {Krak\'{o}w, Poland}, month = {September}, year = {2010} } @INCOLLECTION{Lopez10c, author = {Manuel \protect{L\'{o}pez-Ib\'{a}\~{n}ez} and Lu\'{\i}s Paquete and Thomas St\"{u}tzle}, title = {{Automatic Configuration of Multi-Objective ACO Algorithms}}, booktitle = {Swarm Intelligence. 7th International Conference, ANTS 2010}, publisher = {Springer, Lecture Notes in Computer Science Vol. 6234}, editor = {Marco Dorigo and Mauro Birattari and Gianni A. Di Caro and Ren\'{e} Doursat and Andries P. Engelbrecht and Dario Floreano and Luca Maria Gambardella and Roderich Gro{\ss} and Erol \c{S}ahin and Hiroki Sayama and Thomas St\"{u}tzle}, pages = {95--106}, address = {Brussels, Belgium}, month = {September 8-10}, year = {2010} } @incollection{Lopez10d, author = {Manuel \protect{L\'{o}pez-Ib\'{a}\~{n}ez} and Thomas St\"{u}tzle}, title = {{Exploratory Analysis of Stochastic Local Search Algorithms in Biobjective Optimization}}, booktitle = {Experimental Methods for the Analysis of Optimization Algorithms}, editor = {Thomas Bartz-Beielstein and Marco Chiarandini and Lu\'{\i}s Paquete and Mike Preuss}, chapter = {9}, pages = {209--222}, publisher = {Springer}, address = {Heidelberg}, year = {2010} } @inproceedings{Lopez11, author = {Antonio {L\'{o}pez Jaimes} and Carlos A. {Coello Coello} and Hern\'{a}n Aguirre and Kiyoshi Tanaka}, title = {{Adaptive Objective Space Partitioning Using Conflict Information for Many-Objective Optimization}}, booktitle = {Evolutionary Multi-Criterion Optimization, 6th International Conference, EMO 2011}, editor = {Ricardo H.C. Takahashi and Kalyanmoy Deb and Elizabeth F. Wanner and Salvatore Grecco}, pages = {151--165}, publisher = {Springer. Lecture Notes in Computer Science Vol. 6576}, address = {Ouro Preto, Brazil}, month = {April}, year = {2011} } @inproceedings{Lopez11a, author = {Manuel L\'{o}pez-Ib\'{a}\~{n}ez and Joshua Knowles and Marco Laumanns}, title = {{On Sequential Online Archiving of Objective Vectors}}, booktitle = {Evolutionary Multi-Criterion Optimization, 6th International Conference, EMO 2011}, editor = {Ricardo H.C. Takahashi and Kalyanmoy Deb and Elizabeth F. Wanner and Salvatore Grecco}, pages = {46--60}, publisher = {Springer. Lecture Notes in Computer Science Vol. 6576}, address = {Ouro Preto, Brazil}, month = {April}, year = {2011} } @incollection{Lopez11b, author = {Antonio {L\'{o}pez Jaimes} and Sa\'{u}l {Zapotecas Mart\'{\i}nez} and Carlos A. {Coello Coello}}, title = {{An Introduction to Multiobjective Optimization Techniques}}, booktitle = {Optimization in Polymer Processing}, editor = {Ant\'{o}nio Gaspar-Cunha and Jos\'{e} Ant\'{o}nio Covas}, chapter = {3}, pages = {29--57}, publisher = {Nova Science Publishers}, address = {New York, USA}, year = {2011}, note = {ISBN 978-1-61122-818-2} } @inproceedings{Lopez11c, author = {Antonio L\'{o}pez-Jaimes and Alfredo Arias-Monta\~{n}o and Carlos A. {Coello Coello}}, title = {{Preference Incorporation to Solve Many-Objective Airfoil Design Problems}}, booktitle = {2011 IEEE Congress on Evolutionary Computation (CEC'2011)}, pages = {1605--1612}, publisher = {IEEE Service Center}, address = {New Orleans, Louisiana, USA}, month = {5-8 June}, year = {2011} } @inproceedings{Loraschi95, author = {A. Loraschi and A. Tettamanzi and M. Tomassini and P. Verda}, title = {Distributed genetic algorithms with an application to portfolio selection problems}, booktitle = {Artificial Neural Networks and Genetic Algorithms (ICANNGA'95)}, pages = {384--387}, editor = {N.C. Steele and R.F. Albrecht}, publisher = {Springer}, address = {Wien}, year = {1995} } @inproceedings{Loshchilov10, author = {Ilya Loshchilov and Marc Schoenauer and Mich\`{e}le Sebag}, title = {{A Mono Surrogate for Multiobjective Optimization}}, booktitle = {Proceedings of the 12th annual conference on Genetic and Evolutionary Computation (GECCO'2010)}, pages = {471--478}, publisher = {ACM Press}, address = {Portland, Oregon, USA}, month = {July 7--11}, year = {2010}, note = {ISBN 978-1-4503-0072-8} } @inproceedings{Loshchilov10a, author = {ÇIlya Loshchilov and Marc Schoenauer and Mich\'{e}le Sebag}, title = {{Dominance-Based Pareto-Surrogate for Multi-Objective Optimization}}, booktitle = {Simulated Evolution and Learning, 8th International Conference, SEAL 2010}, editor = {Kalyanmoy Deb and Arnab Bhattacharya and Nirupam Chakraborti and Partha Chakroborty and Swagatam Das and Joydeep Dutta and Santosh K. Gupta and Ashu Jain and Varun Aggarwal and J\"{u}rgen Branke and Sushil J. Louis and Kay Chen Tan}, pages = {230--239}, publisher = {Springer. Lecture Notes in Computer Science Vol. 6457}, address = {Kanpur, India}, month = {December 1-4}, year = {2010} } @inproceedings{Loshchilov11, author = {Ilya Loshchilov and Marc Schoenauer and Mich\`{e}le Sebag}, title = {{Not All Parents Are Equal For MO-CMA-ES}}, booktitle = {Evolutionary Multi-Criterion Optimization, 6th International Conference, EMO 2011}, editor = {Ricardo H.C. Takahashi and Kalyanmoy Deb and Elizabeth F. Wanner and Salvatore Grecco}, pages = {31--45}, publisher = {Springer. Lecture Notes in Computer Science Vol. 6576}, address = {Ouro Preto, Brazil}, month = {April}, year = {2011} } @book{Lotov04, author = {Alexander V. Lotov and Vladimir A. Bushenkov and Georgy K. Kamenev}, title = {Interactive Decision Maps. Approximation and Visualization of Pareto Frontier}, publisher = {Kluwer Academic Publishers}, address = {Boston, Massachusetts}, month = {February}, year = {2004}, note = {ISBN 1-4020-7631-2} } @incollection{Lotov08, author = {Alexander V. Lotov and Kaisa Miettinen}, title = {{Visualizing the Pareto Frontier}}, booktitle = {Multiobjective Optimization. Interactive and Evolutionary Approaches}, editor = {J\"{u}rgen Branke and Kalyanmoy Deb and Kaisa Miettinen and Roman Slowinski}, pages = {213--243}, publisher = {Springer. Lecture Notes in Computer Science Vol. 5252}, address = {Berlin, Germany}, year = {2008} } @inproceedings{Loughlin97, author = {Daniel H. Loughlin and S. Ranjithan}, address = {San Mateo, California}, booktitle = {Proceedings of the Seventh International Conference on Genetic Algorithms}, editor = {Thomas B\"{a}ck}, key = {Loughlin and Ranjithan, 1997}, month = {July}, organization = {Michigan State University}, pages = {666--673}, publisher = {Morgan Kaufmann Publishers}, title = {The {N}eighborhood Constraint Method: {A} {G}enetic {A}lgorithm-{B}ased {M}ultiobjective {O}ptimization {T}echnique}, year = {1997} } @phdthesis{Loughlin98, author = {Daniel Hopkins Loughlin}, title = {Genetic {A}lgorithm-{B}ased {O}ptimization in the {D}evelopment of {T}ropospheric {O}zone {C}ontrol {S}trategies: {L}east {C}ost, {M}ultiobjective, {A}lternative {G}eneration, and {C}hance-{C}onstrained {A}pplications ({A}ir {Q}uality {M}anagement)}, school = {North Carolina State University}, month = {February}, year = {1998} } @article{Loughlin00, author = {D.H. Loughlin and S.R. Ranjithan and J.W. Baugh and E.D. Brill}, title = {{Application of genetic algorithms for the design of ozone control strategies}}, journal = {Journal Of The Air \& Waste Management Association}, volume = {50}, number = {6}, pages = {1050--1063}, month = {June}, year = {2000} } @article{Loughlin01, author = {Daniel H. Loughlin and S. Ranji Ranjithan and E. Downey {Brill Jr.} and John W. {Baugh Jr.}}, title = {Genetic {A}lgorithm {A}pproaches for {A}ddressing {U}nmodeled {O}bjectives in {O}ptimization {P}roblems}, journal = {Engineering Optimization}, volume = {33}, pages = {549--569}, year = {2001} } @inproceedings{Louis93, author = {Sushil J. Louis and Gregory J. E. Rawlins}, address = {University of Illinois at Urbana-Champaign}, booktitle = {Proceedings of the Fifth International Conference on Genetic Algorithms}, editor = {Stephanie Forrest}, key = {Louis \& Rawlins, 1993}, pages = {118--123}, publisher = {Morgan Kaufmann Publishers}, title = {Pareto {O}ptimality, {G}{A}-easiness and {D}eception}, year = {1993 } } @phdthesis{Louis93a, AUTHOR = {Sushil J. Louis}, KEY = {Louis, 1993a}, MONTH = {aug}, SCHOOL = {Department of Computer Science, Indiana University}, TITLE = {Genetic Algorithms as a Computational Tool for Design}, YEAR = {1993} } @article{Loukil04, author = {T. Loukil and J. Teghem and D. Tuyttens}, title = {{Solving multi-objective production scheduling problems using metaheuristics}}, journal = {European Journal of Operational Research}, volume = {161}, number = {1}, pages = {42--61}, month = {February 16}, year = {2004} } @article{Loukil05, author = {T. Loukil and J. Teghem and D. Tuyttens}, title = {{Solving multi-objective production scheduling problems using metaheuristics}}, journal = {European Journal of Operational Research}, volume = {161}, number = {1}, pages = {42--61}, month = {February 16}, year = {2005} } @article{Loukil07, author = {Taicir Loukil and Jacques Teghem and Philippe Fortemps}, title = {A multi-objective production scheduling case study solved by simulated annealing}, journal = {European Journal of Operational Research}, volume = {179}, number = {3}, pages = {709--722}, month = {June}, year = {2007} } @article{Lourenco01, author = {H.R. Louren\c{c}o and J.P. Paix\~{a}o and R. Portugal}, title = {Multiobjective metaheuristics for the bus-driver scheduling problem}, journal = {Transportation Science}, volume = {35}, number = {3}, pages = {331--343}, month = {August}, year = {2001} } @article{Low06, author = {C. Low and Y. Yip and T. H. Wu}, title = {{Modelling and heuristics of FMS scheduling with multiple objectives}}, journal = {Computers \& Operations Research}, volume = {33}, number = {3}, pages = {674--694}, month = {March}, year = {2006} } @article{Low07, author = {Kay-Soon Low and Tze-Shyan Wong}, title = {A multiobjective genetic algorithm for optimizing the performance of hard disk drive motion control system}, journal = {IEEE Transactions on Industrial Electronics}, volume = {54}, number = {3}, pages = {1716--1725}, month = {June}, year = {2007} } @article{Lowry09, author = {Michael B. Lowry and Richard J. Balling}, title = {{An approach to land-use and transportation planning that facilitates city and region cooperation}}, journal = {Environment and Planning B-Planning \& Design}, volume = {36}, number = {3}, pages = {487--504}, month = {May}, year = {2009} } @article{Loyer09, author = {B. Loyer and L. Jezequel}, title = {{Robust design of a passive linear quarter car suspension system using a multi-objective evolutionary algorithm and analytical robustness indexes}}, journal = {Vehicle System Dynamics}, volume = {47}, number = {10}, pages = {1253--1270}, year = {2009} } @inproceedings{Lu01, author = {Haiming Lu and Gary G. Yen}, title = {Multiobjective {O}ptimization {D}esign via {G}enetic {A}lgorithm}, booktitle = {Proceedings of the 2001 International Conference on Control Applications}, pages = {1190--1195}, publisher = {IEEE}, year = {2001} } @inproceedings{Lu02, author = {Haiming Lu and Gary G. Yen}, title = {Rank-{D}ensity {B}ased {M}ultiobjective {G}enetic {A}lgorithm}, booktitle = {Congress on Evolutionary Computation (CEC'2002)}, volume = {1}, address = {Piscataway, New Jersey}, pages = {944--949}, publisher = {IEEE Service Center}, month = {May}, year = {2002} } @inproceedings{Lu02a, author = {Haiming Lu and Gary G. Yen}, title = {Dynamic {P}opulation {S}ize in {M}ultiobjective {E}volutionary {A}lgorithms}, booktitle = {Congress on Evolutionary Computation (CEC'2002)}, volume = {2}, address = {Piscataway, New Jersey}, pages = {1648--1653}, publisher = {IEEE Service Center}, month = {May}, year = {2002} } @phdthesis{Lu02b, author = {Haiming Lu}, title = {State-of-the-art Multiobjective Evolutionary Algorithms---Pareto Ranking, Density Estimation and Dynamic Population}, school = {Oklahoma State University}, address = {Stillwater, Oklahoma}, month = {August}, year = {2002} } @article{Lu03, author = {Haiming Lu and Gary G. Yen}, title = {Rank-{D}ensity-{B}ased {M}ultiobjective {G}enetic {A}lgorithm and {B}enchmark {T}est {F}unction {S}tudy}, journal = {IEEE Transactions on Evolutionary Computation}, volume = {7}, number = {4}, pages = {325--343}, month = {August}, year = {2003} } @inproceedings{Lu03a, author = {Chun Lu and Qiangfu Zhao and Wenjiang Pei and Zhenya He}, title = {A {M}ultiple {O}bjective {O}ptimization {B}ased {GA} for {D}esigning {I}nterpretable and {C}omprehensible {N}eural {N}etwork {T}rees}, booktitle = {Proceedings of the IEEE International Conference on Neural Networks and Signal Processing (ICNNSP03)}, pages = {518--521}, publisher = {IEEE}, month = {December}, year = {2003} } @inproceedings{Lu05, author = {N. Lu and L.C. Jiao and H.G. Du and M.G. Gong}, title = {{IFMOA}: {I}mmune {F}orgetting {M}ultiobjective {O}ptimization {A}lgorithm}, booktitle = {Proceedings of the First International Conference on Advances in Natural Computation, ICNC 2005, Part III}, editors = {Lipo Wang and Ke Chen and Yew S. Ong}, pages = {399--408}, publisher = {Springer. Lecture Notes in Computer Science Vol. 3612}, address = {Changsha, China}, month = {August}, year = {2005} } @article{Lu08, author = {C. Lu and H. Z. Huang and J. Y. H. Fuh and Y. S. Wong}, title = {{A multi-objective dissassembly planning approach with ant colony optimization algorithm}}, journal = {Proceedings of the Institution of Mechanical Engineers Part B-Journal of Engineering Manufacture}, volume = {222}, number = {11}, pages = {1465--1474}, month = {November}, year = {2008} } @incollection{Lucas06, author = {J.M. Lucas and H. Martinez and F. Jimenez}, title = {Fuzzy {T}uning for the {D}ocking {M}aneuver {C}ontroller of an {A}utomated {G}uided {V}ehicle}, booktitle = {Multi-Objective Machine Learning}, editor = {Yaochu Jin}, pages = {585--600}, publisher = {Springer. Studies in Computational Intelligence, Volume 16}, address = {Berlin}, year = {2006} } @article{Lucic99, author = {Panta Lu\protect{\v{c}}i\protect{\'{c}} and Du\protect{\v{s}}an Teodorovi\protect{\'{c}}}, title = {Simulated annealing for the multi-objective aircrew rostering problem}, journal = {Transportation Research Part A}, volume = {33}, pages = {19--45}, year = {1999} } @mastersthesis{Lucken03, author = {Christian Daniel von L\"{u}cken Mart\'{\i}nez}, title = {Algoritmos Evolutivos para Optimizaci\'{o}n Multiobjetivo: Un Estudio Comparativo en un Ambiente Paralelo As\'{\i}ncrono}, school = {Universidad Nacional de Asunci\'{o}n}, address = {Paraguay}, year = {2003}, note = {(In Spanish)} } @article{Luerssen08, author = {Martin H. Luerssen and David M.W. Powers}, title = {Evolving encapsulated programs as shared grammars}, journal = {Genetic Programming and Evolvable Machines}, volume = {9}, number = {3}, pages = {203--228}, month = {September}, year = {2008} } @incollection{Luerssen10, author = {Martin Luerssen and David Powers}, title = {{Fast Grammar-Based Evolution Using Memoization}}, booktitle = {Parallel Problem Solving from Nature--PPSN XI, 11th International Conference, Proceedings, Part II}, publisher = {Springer, Lecture Notes in Computer Science Vol. 6239}, editor = {Robert Schaefer and Carlos Cotta and Joanna Ko{\l}odziej and G\"{u}nter Rudolph}, pages = {502--511}, address = {Krak\'{o}w, Poland}, month = {September}, year = {2010} } @article{Luh03, author = {Guan-Chun Luh and Chung-Huei Chueh and Wei-Wen Liu}, title = {{MOIA}: {M}ulti-{O}bjective {I}mmune {A}lgorithm}, journal = {Engineering Optimization}, volume = {35}, number = {2}, pages = {143--164}, month = {April}, year = {2003} } @article{Luh04, author = {Guan-Chun Luh and Chung-Huei Chueh}, title = {Multi-objective optimal design of truss structure with immune algorithm}, journal = {Computers and Structures}, volume = {82}, pages = {829--844}, year = {2004} } @article{Luh04a, author = {GC Luh and CH Chueh}, title = {{Multi-modal topological optimization of structure using immune algorithm}}, journal = {Computer Methods in Applied Mechanics and Engineering}, volume = {193}, number = {36--38}, pages = {4035--4055}, year = {2004} } @article{Luh09, author = {Guan-Chun Luh and Chung-Huei Chueh}, title = {{A multi-modal immune algorithm for the job-shop scheduling problem}}, journal = {Information Sciences}, volume = {179}, number = {10}, pages = {1516--1532}, month = {April 29}, year = {2009} } @inproceedings{Lukasiewycz07, author = {Martin Lukasiewycz and Michael Gla$\ss$ and Christian Haubelt and J\"{u}rgen Teich}, title = {Symbolic {A}rchive {R}epresentation for a {F}ast {N}ondominance {T}est}, booktitle = {Evolutionary Multi-Criterion Optimization, 4th International Conference, EMO 2007}, editor = {Shigeru Obayashi and Kalyanmoy Deb and Carlo Poloni and Tomoyuki Hiroyasu and Tadahiko Murata}, pages = {111--125}, publisher = {Springer. Lecture Notes in Computer Science Vol. 4403}, address = {Matshushima, Japan}, month = {March}, year = {2007} } @inproceedings{Lukasiewycz11, author = {Martin Lukasiewycz and Michael Gla$\ss$ and Felix Reimann and J\"{u}rgen Teich}, title = {{Opt4j - A Modular Framework for Mete-heuristic Optimization}}, booktitle = {2011 Genetic and Evolutionary Computation Conference (GECCO'2011)}, pages = {1723--1730}, publisher = {ACM Press}, address = {Dublin, Ireland}, month = {July 12-16}, year = {2011} } @inproceedings{Luke02, author = {Sean Luke and Liviu Panait}, title = {Lexicographic {P}arsimony {P}ressure}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2002)}, editor = {W.B. Langdon and E. Cant\'{u}-Paz and K. Mathias and R. Roy and D. Davis and R. Poli and K. Balakrishnan and V. Honavar and G. Rudolph and J. Wegener and L. Bull and M.A. Potter and A.C. Schultz and J.F. Miller and E. Burke and N. Jonoska}, pages = {829--836}, publisher = {Morgan Kaufmann Publishers}, address = {San Francisco, California}, month = {July}, year = {2002} } @inproceedings{Lum02, author = {Kai-Yew Lum and Pierre-Marie Jacquart and Mourad Sefrioui}, title = {Constrained {O}ptimization of {M}ultilayered {A}nti-{R}eflection {C}oatings using {G}enetic {A}lgorithms}, booktitle = {Proceedings of the 4th Asia-Pacific Conference on Simulated Evolution and Learning (SEAL'02)}, editor = {Lipo Wang and Kay Chen Tan and Takeshi Furuhashi and Jong-Hwan Kim and Xin Yao}, volume = {1}, pages = {172--177}, publisher = {Nanyang Technical University}, address = {Orchid Country Club, Singapore}, month = {November}, year = {2002} } @incollection{Lum04, author = {Kai-Yew Lum and Pierre-Marie Jacquart and Mourad Sefrioui}, title = {Constrained {O}ptimization of {M}ultilayered {A}nti-reflection {C}oatings {U}sing {G}enetic {A}lgorithms}, booktitle = {Recent Advances in Simulated Evolution and Learning}, editor = {Kay Chen Tan and Meng Hiot Lim and Xin Yao and Lipo Wang}, pages = {603--322}, publisher = {World Scientific}, address = {Singapore}, year = {2004} } @inproceedings{Luna04, author = {Erika Hern\'{a}ndez Luna and Carlos A. {Coello Coello} and Arturo Hern\'{a}ndez Aguirre}, title = {On the {U}se of a {P}opulation-{B}ased {P}article {S}warm {O}ptimizer to {D}esign {C}ombinational {L}ogic {C}ircuits}, booktitle = {Proceedings of the 2004 NASA/DoD Conference on Evolvable Hardware}, editor = {Ricardo S. Zebulum and David Gwaltney and Gregory Hornby and Didier Keymeulen and Jason Lohn and Adrian Stoica}, pages = {183--190}, publisher = {IEEE Computer Society}, address = {Los Alamitos, California, USA}, month = {June}, year = {2004} } @incollection{Luna04a, author = {Erika Hern\'{a}ndez Luna and Carlos A. {Coello Coello}}, title = {Using a {P}article {S}warm {O}ptimizer with a {M}ulti-{O}bjective {S}election {S}cheme to {D}esign {C}ombinational {L}ogic {C}ircuits}, booktitle = {Applications of Multi-Objective Evolutionary Algorithms}, editor = {Carlos A. {Coello Coello} and Gary B. Lamont}, pages = {101--124}, publisher = {World Scientific}, address = {Singapore}, year = {2004} } @inproceedings{Luna06, author = {F. Luna and A.J. Nebro and B. Dorronsoro and E. Alba and P. Bouvry and L. Hogie}, title = {Optimal {B}roadcasting in {M}etropolitan {MANET}s {U}sing {M}ultiobjective {S}catter {S}earch}, booktitle = {Applications of Evolutionary Computing. 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Morales}, ADDRESS = {Paris, France}, BOOKTITLE = {PPSN/SAB Workshop on Multiobjective Problem Solving from Nature (MPSN)}, KEY = {Mariano \& Morales, 2000c}, MONTH = {September}, TITLE = {{MDQL}: {A} {R}einforcement {L}earning {A}pproach for the {S}olution of {M}ultiple {O}bjective {O}ptimization {P}roblems}, YEAR = {2000} } @phdthesis{Mariano01, author = {Carlos Eduardo Mariano Romero}, address = {Cuernavaca, Morelos, M\'{e}xico}, key = {Mariano, 2001}, school = {Departamento de Ciencias Computacionales, Instituto Tecnol\'{o}gico y de Estudios Superiores de Monterrey}, title = {Aprendizaje por {R}efuerzo en {O}ptimizaci\'{o}n {M}ultiobjetivo}, month = {Marzo}, note = {(In Spanish)}, year = {2001} } @inproceedings{Mariano03, author = {Carlos E. Mariano and V\'{\i}ctor H. Alcocer and Eduardo Morales}, title = {Design of water-using {S}ystems through a {M}ultiobjective {A}pproach}, booktitle = {2003 Genetic and Evolutionary Computation Conference. Workshop Program}, editor = {Alwyn Barry}, pages = {186--189}, publisher = {AAAI}, address = {Chicago, Illinois, USA}, month = {July}, year = {2003} } @inproceedings{Mariano05, author = {Carlos E. Mariano-Romero and V\'{\i}ctor Alcocer-Yamanaka and Eduardo F. Morales}, title = {Multiobjective {W}ater {P}inch {A}nalysis of the {C}uernavaca {C}ity {W}ater {D}istribution {N}etwork}, booktitle = {Evolutionary Multi-Criterion Optimization. Third International Conference, EMO 2005}, editor = {Carlos A. {Coello Coello} and Arturo {Hern\'{a}ndez Aguirre} and Eckart Zitzler}, publisher = {Springer. Lecture Notes in Computer Science Vol. 3410}, pages = {870--884}, address = {Guanajuato, M\'{e}xico}, month = {March}, year = {2005} } @incollection{Mariano05a, author = {Carlos Eduardo Mariano-Romero and V\'{\i}ctor Hugo Alcocer-Yamanaka}, title = {Multiobjective {O}ptimization of {W}ater-{U}sing {S}ystems}, booktitle = {Real-World Multi-Objective System Engineering}, editor = {Nadia Nedjah and Luiza de Macedo Mourelle}, pages = {163--192}, publisher = {Nova Science Publishers}, address = {New York}, year = {2005} } @article{Mariano07, author = {Carlos E. Mariano-Romero and V\'{\i}ctor H. Alcocer-Yamanaka and Eduardo F. Morales}, title = {Multi-objective optimization of water-using systems}, journal = {European Journal of Operational Research}, volume = {181}, number = {3}, pages = {1691--1707}, month = {16 September}, year = {2007} } @inproceedings{Mariano07a, author = {C. Mariano-Romero and V. Alcocer-Yamanaka and E.F. Morales}, title = {Incremental {R}efinement of {S}olutions for {M}ultiple {O}bjective {O}ptimization {P}roblems}, booktitle = {2007 Genetic and Evolutionary Computation Conference (GECCO'2007)}, editor = {Dirk Thierens}, pages = {910}, volume = {1}, publisher = {ACM Press}, address = {London, UK}, month = {July}, year = {2007} } @article{Marinaki11, author = {Magdalene Marinaki and Yannis Marinakis and Georgios E. 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Volume 3070}, pages = {450--455}, month = {June}, year = {2004} } @incollection{Markowska06, author = {Urszula Markowska-Kaczmar and Krystyna Mularczyk}, title = {{GA}-{B}ased {P}areto {O}ptimization for {R}ule {E}xtraction from {N}eural {N}etworks}, booktitle = {Multi-Objective Machine Learning}, editor = {Yaochu Jin}, pages = {313--338}, publisher = {Springer. Studies in Computational Intelligence, Volume 16}, address = {Berlin}, year = {2006} } @inproceedings{Marquez08, author = {Antonio M\'{a}rquez and Francisco Alfredo M\'{a}rquez and Antonio Peregr\'{\i}n}, title = {{Cooperation between the Inference System and the Rule Base by Using Multiobjective Genetic Algorithms}}, booktitle = {Hybrid Artificial Intelligence Systems, Third International Workshop, HAIS 2008}, editor = {Emilio Corchado and Ajith Abraham and Witold Pedrycz}, pages = {739--746}, publisher = {Springer. Lecture Notes in Artificial Intelligence Vol. 5271}, address = {Burgos, Spain}, month = {September 24-26}, year = {2008} } @ARTICLE{Marquez11, author = {Antonio L. Marquez and Raul Banos and Consolacion Gil and Maria G. Montoya and Francisco Manzano-Agugliaro and Francisco G. Montoya}, title = {{Multi-objective crop planning using pareto-based evolutionary algorithms}}, journal = {Agricultural Economics}, volume = {42}, number = {6}, pages = {649--656}, month = {November}, year = {2011} } @article{Marseguerra02, author = {M. Marseguerra and E. Zio and L. Podofillini}, title = {{Condition-based maintenance optimization by means of genetic algorithms and Monte Carlo simulation}}, journal = {Reliability Engineering \& System Safety}, volume = {77}, number = {2}, pages = {151--165}, month = {July}, year = {2002} } @article{Marseguerra03, author = {Marzio Marseguerra and Enrico Zio and Maruizio Cipollone}, title = {Designing optimal degradation tests via multi-objective genetic algorithms}, journal = {Reliability Engineering \& System Safety}, volume = {79}, number = {1}, pages = {87--94}, month = {January}, year = {2003} } @ARTICLE{Marseguerra04, author = {M. Marseguerra and E. Zio and L. Podofillini}, title = {{Optimal reliability/availability of uncertain systems via multi-objective genetic algorithms}}, journal = {IEEE Transactions on Reliability}, volume = {53}, number = {3}, pages = {424--434}, month = {September}, year = {2004} } @article{Marseguerra05, author = {Marzio Marseguerra and Enrico Zio and Luca Podofillini and David W. Coit}, title = {Optimal Design of Reliable Network Systems in Presence of Uncertainty}, journal = {IEEE Transactions on Reliability}, volume = {54}, number = {2}, pages = {243--253}, month = {June}, year = {2005} } @incollection{Marseguerra07, author = {Marzio Marseguerra and Enrico Zato and Luca Podofillini}, title = {Genetic {A}lgorithms and {M}onte {C}arlo {S}imulation for the {O}ptimization of {S}ystem {D}esign and {O}peration}, booktitle = {Computational Intelligence in Reliability Engineering. Evolutionary Techniques in Reliability Analysis and Optimization}, editor = {Gregory Levitin}, pages = {101--150}, publisher = {Springer}, address = {Heidelberg}, year = {2007} } @article{Marshall06, author = {J. A. R. Marshall and A. Dornhaus and N. R. Franks and T. Kovacs}, title = {{Noise, cost and speed-accuracy trade-offs: decision-making in a decentralized system}}, journal = {Journal of the Royal Society Interface}, volume = {3}, number = {7}, pages = {243--254}, month = {April 22}, year = {2006} } @ARTICLE{Marler04, author = {R. T. Marler and J. S. Arora}, title = {{Survey of multi-objective optimization methods for engineering}}, journal = {Structural and Multidisciplinary Optimization}, volume = {26}, number = {6}, pages = {369--395}, month = {April}, year = {2004} } @inproceedings{Marti07, author = {Luis Mart\'{\i} and Jes\'us Garc\'{\i}a and Antonio Berlanga and Jos\'e M. Molina}, title = {A {C}umulative {E}vidential {S}topping {C}riterion for {M}ultiobjective {O}ptimization {E}volutionary {A}lgorithms}, booktitle = {2007 Genetic and Evolutionary Computation Conference (GECCO'2007)}, editor = {Dirk Thierens}, pages = {911}, volume = {1}, publisher = {ACM Press}, address = {London, UK}, month = {July}, year = {2007} } @inproceedings{Marti08, author = {Luis Mart\'{\i} and Jes\'{u}s Garc\'{\i}a and Antonio Berlanga and Jos\'{e} M. Molina}, title = {{Introducing MONEDA: Scalable Multiobjective Optimization with a Neural Estimation of Distribution Algorithm}}, booktitle = {2008 Genetic and Evolutionary Computation Conference (GECCO'2008)}, pages = {689--696}, publisher = {ACM Press}, address = {Atlanta, USA}, month = {July}, year = {2008}, note = {ISBN 978-1-60558-131-6} } @incollection{Marti08a, author = {Luis Mart\'{\i} and Jes\'{u}s Garc\'{\i}a and Antonio Berlanga and Jos\'{e} M. Molina}, title = {{Scalable Continuous Multiobjective Optimization with a Neural Network-Based Estimation of Distribution Algorithm}}, booktitle = {Applications of Evolutionary Computing. EvoWorkshops 2008: EvoCOMNET, EvoFIN, EvoHOT, EvoIASP, EvoMUSART, EvoNUM, EvoSTOC, and EvoTransLog}, editor = {Mario Giacobini et al.}, pages = {535--544}, publisher = {Springer. Lecture Notes in Computer Science Vol. 4974}, address = {Naples, Italy}, month = {March}, year = {2008} } @inproceedings{Marti08b, author = {Luis Mart\'{\i} and Jes\'{u}s Garc\'{\i}a and Antonio Berlanga and Jos\'{e} M. Molina}, title = {{Model-Building Algorithms for Multiobjective EDAs: Directions for Improvement}}, booktitle = {2008 Congress on Evolutionary Computation (CEC'2008)}, pages = {2848--2855}, publisher = {IEEE Service Center}, address = {Hong Kong}, month = {June}, year = {2008} } @inproceedings{Marti09, author = {Luis Mart\'{\i} and Jes\'{u}s Garc\'{\i}a and Antonio Berlanga and Jos\'{e} M. Molina}, title = {{Solving complex high-dimensional problems with the multi-objective neural estimation of distribution algorithm}}, booktitle = {2009 Genetic and Evolutionary Computation Conference (GECCO'2009)}, address = {Montreal, Canada}, publisher = {ACM Press}, pages = {619--626}, month = {July 8--12}, year = {2009}, note = {ISBN 978-1-60558-325-9} } @inproceedings{Marti09a, author = {Luis Mart\'{\i} and Jes\'{u}s Garc\'{\i}a and Antonio Berlanga and Jos\'{e} M. Molina}, title = {{An Approach to Stopping Criteria for Multi–objective Optimization Evolutionary Algorithms: The MGBM Criterion}}, booktitle = {2009 IEEE Congress on Evolutionary Computation (CEC'2009)}, publisher = {IEEE Press}, pages = {1263--1270}, address = {Trondheim, Norway}, month = {May}, year = {2009} } @article{Marti09b, author = {Rafael Marti and Jose Luis {Gonzalez Velarde} and Abraham Duarte}, title = {{Heuristics for the bi-objective path dissimilarity problem}}, journal = {Computers \& Operations Research}, volume = {36}, number = {11}, pages = {2905--2912}, month = {November}, year = {2009} } @inproceedings{Marti10, author = {Luis Mart\'{\i} and Jes\'{u}s Garc\'{\i}a and Antonio Berlanga and Jos\'{e} M. Molina}, title = {{Moving Away From Error-Based Learning in Multi-Objective Estimation of Distribution Algorithms}}, booktitle = {Proceedings of the 12th annual conference on Genetic and Evolutionary Computation (GECCO'2010)}, pages = {545--546}, publisher = {ACM Press}, address = {Portland, Oregon, USA}, month = {July 7--11}, year = {2010}, note = {ISBN 978-1-4503-0072-8} } @inproceedings{Marti10a, author = {Luis Mart\'{\i} and Jes\'{u}s Garc\'{\i}a and Antonio Berlanga and Jos\'{e} M. Molina}, title = {{A Progress Indicator for Detecting Success and Failure in Evolutionary Multi-Objective Optimization}}, booktitle = {2010 IEEE Congress on Evolutionary Computation (CEC'2010)}, pages = {638--645}, publisher = {IEEE Press}, address = {Barcelona, Spain}, month = {July 18--23}, year = {2010} } @inproceedings{Marti10b, author = {Luis Mart\'{\i} and Jes\'{u}s Garc\'{i}a and Antonio Berlanga and Jos\'{e} M. Molina}, title = {{Advancing Model-Building for Many-Objective Optimization Estimation of Distribution Algorithms}}, booktitle = {Applications of Evolutionary Computation, EvoApplications 2010: EvoCOMPLEX, EvoGAMES, EvoIASP, EvoINTELLIGENCE, EvoNUM and EvoSTOC}, editor = {Cecilia Di Chio and Stefano Cagnoni and Carlos Cotta and Marc Ebner and Anik\'{o} Ek\'{a}rt and Anna I. Esparcia-Alcazar and Chi-Keong Goh and Juan J. Merelo and Ferrante Neri and Mike Preuss and Julian Togelius and Georgios N. Yannakakis}, pages = {512--521}, publisher = {Springer. Lecture Notes in Computer Science Vol. 6024}, address = {Istanbul, Turkey}, month = {April 7-9}, year = {2010} } @inproceedings{Marti11, author = {Luis Mart\'{\i} and Jes\'{u}s Garc\'{\i}a and Antonio Berlanga and Jos\'{e} M. Molina}, title = {{Multi-Objective Optimization with an Adaptive Resonance Theory-Based Estimation of Distribution algorithm: A Comparative Study}}, booktitle = {Learning and Intelligent Optimization, 5th International Conference, LION 5}, editor = {Carlos A. {Coello Coello}}, pages = {458--472}, publisher = {Springer. Lecture Notes in Computer Science Vol. 6683}, address = {Rome, Italy}, month = {January 17-21}, year = {2011} } @article{Martikka09, author = {Heikki Ilmari Martikka and Ilkka P\"{o}ll\"{a}nen}, title = {Multi-objective optimization by technical laws and heuristics}, journal = {Memetic Computing}, volume = {1}, number = {3}, pages = {229--238}, month = {November}, year = {2009} } @article{Martin04, author = {E.T. Martin and R.A. Hassan and W.A. 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Rangaiah}, title = {{Multi-Objective Optimization Applications in Chemical Engineering}}, booktitle = {Multi-Objective Optimization Techniques and Applications in Chemical Engineering}, editor = {Rangaiah Gade Pandu}, pages = {27--59}, chapter = {2}, publisher = {World Scientific}, address = {Singapore}, year = {2009}, note = {ISBN 978-981-283-651-9} } @inproceedings{Matake07, author = {Nobukazu Matake and Tomoyuki Hiroyasu}, title = {Multiobjective {C}lustering with {A}utomatic $k$-determination for {L}arge-scale {D}ata. {S}calable automatic determination of the number of clusters}, booktitle = {2007 Genetic and Evolutionary Computation Conference (GECCO'2007)}, editor = {Dirk Thierens}, pages = {861--868}, volume = {1}, publisher = {ACM Press}, address = {London, UK}, month = {July}, year = {2007} } @incollection{Mateo10, author = {P.M. Mateo and I. Alberto}, title = {{Re-implementing NSGA-II and SPEA2 using Pareto based Operators}}, booktitle = {The Pyrenees International Workshop and Summer School on Statistics, Probability and Operations Research SPO 2009}, editor = {L.M. Esteban and B. Lacruz and F.J. L\'{o}pez and P.M. Mateo and A. P\'{e}rez-Palomares and G. Sanz and C. Paroissin}, pages = {99--108}, series = {Monograf\'{\i}as Matem\'{a}ticas ``Garc\'{\i}a de Galdeano'' No. 36}, publisher = {Universidad de Zaragoza}, address = {Spain}, month = {December}, year = {2010}, note = {ISBN 978-84-15031-92-5} } @inproceedings{Mateou05, author = {N.H. Mateou and M. Moiseos and A.S. Andreou}, title = {Multi-{O}bjective {E}volutionary {F}uzzy {C}ognitive {M}aps for {D}ecision {S}upport}, booktitle = {2005 IEEE Congress on Evolutionary Computation (CEC'2005)}, pages = {824--830}, volume = {1}, publisher = {IEEE Service Center}, month = {September}, address = {Edinburgh, Scotland}, year= {2005} } @incollection{Mateos09, author = {Alfonso Mateos and Antonio Jim\'{e}nez}, title = {{A Trapezoidal Fuzzy Numbers-Based Approach for Aggregating Group Preferences and Ranking Decision Alternatives in MCDM}}, booktitle = {Evolutionary Multi-Criterion Optimization. 5th International Conference, EMO 2009}, publisher = {Springer. Lecture Notes in Computer Science Vol. 5467}, year = {2009}, editor = {Matthias Ehrgott and Carlos M. Fonseca and Xavier Gandibleux and Jin-Kao Hao and Marc Sevaux}, pages = {365--379}, address = {Nantes, France}, month = {April} } @inproceedings{Matos99, author = {M.A. Matos and Paulo Melo}, title = {Multiobjective {R}econfiguration for {L}oss {R}eduction and {S}ervice {R}estorating {U}sing {S}imulated {A}nnealing}, booktitle = {International Conference on Electric Power Engineering, 1999. PowerTech Budapest 99}, pages = {213--218}, publisher = {IEEE}, address = {Budapest, Hungary}, year = {1999} } @inproceedings{Matsui07, author = {Takeshi Matsui and Masatoshi Sakawa and Kosuke Kato and Takeshi Uno and Koichi Tamada}, title = {An interactive fuzzy satisficing method through particle swarm optimization for multiobjective nonlinear programming problems}, booktitle = {Proceedings of the 2007 IEEE Symposium on Computational Intelligence in Multicriteria Decision Making (MCDM'2007)}, pages = {71--76}, publisher = {IEEE Press}, address = {Honolulu, Hawaii, USA}, month = {April}, year = {2007} } @article{Matsuyama96, author = {Yasuo Matsuyama}, title = {Harmonic Competition: A Self-Organizing Multiple Criteria Optimization}, journal = {IEEE Transactions on Neural Networks}, volume = {7}, number = {3}, pages = {652--668}, month = {May}, year = {1996} } @inproceedings{Matthews00, author = {Keith B. Matthews and Susan Craw and Stewart Elder and Alan R. Sibbald and Ian MacKenzie}, address = {San Francisco, California}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2000)}, editor = {Darrell Whitley and David Goldberg and Erick Cant\'{u}-Paz and Lee Spector and Ian Parmee and Hans-Georg Beyer}, key = {Matthews et al., 2000}, pages = {613--620}, publisher = {Morgan Kaufmann}, title = {Applying {G}enetic {A}lgorithms to {M}ulti-{O}bjective {L}and {U}se {P}lanning}, year = {2000} } @phdthesis{Matthews01, author = {Keith B. Matthews}, title = {Applying {G}enetic {A}lgorithms to {M}ulti-objective {L}and-{U}se {P}lanning}, school = {School of Computing, The Robert Gordon University}, address = {Aberdeen, United Kingdom}, month = {October}, year = {2001} } @inproceedings{Matthews02, author = {K.B. Matthews and K. Buchan and A.R. Sibbald and Susan Craw}, title = {Using soft-systems methods to evaluate the outputs from multi-objective land use planning tools}, booktitle = {Proceedings of the 2002 iEMSs International Meeting}, publisher = {International Environmental Modelling and Software Society}, address = {Lugano, Switzerland}, pages = {247--252}, volume = {3}, month = {June}, year = {2002} } @article{Matthews06, author = {K.B. Matthews and K. Buchan and A.R. Sibbald and S. Craw}, title = {Combining deliberative and computer-based methods for multi-objective land-use planning}, journal = {Agricultural Systems}, volume = {87}, number = {1}, pages = {18--37}, month = {January}, year = {2006} } @inproceedings{Matthews11, author = {Stephen G. Matthews and Mario A. Gongora and Adrian A. Hopgood}, title = {{Evolving Temporal Fuzzy Association Rules from Quantitative Data with a Multi-Objective Evolutionary Algorithm}}, booktitle = {Hybrid Artificial Intelligent Systems, 6th International Conference, HAIS 2011}, editor = {Emilio Corchado and Marek Kurzy\'{n}ski and Michal Wo\'{z}niak}, pages = {198--205}, publisher = {Springer. Lecture Notes in Computer Science Vol. 6678}, address = {Wroclaw, Poland}, month = {May 23-25}, year = {2011} } @inproceedings{Maulik08, author = {Ujjwal Maulik and Anirban Mukhopadhyay and Sanghamitra Bandyopadhyay and Michael Q. Zhang and Xuegong Zhang}, title = {{Multiobjective Fuzzy Biclustering in Microarray Data: Method and a New Performance Measure}}, booktitle = {2008 Congress on Evolutionary Computation (CEC'2008)}, pages = {1536--1543}, publisher = {IEEE Service Center}, address = {Hong Kong}, month = {June}, year = {2008} } @article{Maulik09, author = {Ujjwal Maulik and Anirban Mukhopadhyay and Sanghamitra Bandyopadhyay}, title = {{Combining Pareto-optimal clusters using supervised learning for identifying co-expressed genes}}, journal = {BMC Bioinformatics}, volume = {10}, number = {27}, pages = {1--16}, month = {January 20}, year = {2009}, note = {http://www.biomedcentral.com/1471-2105/10/27} } @article{Maulik09a, author = {Ujjwal Maulik and Anirban Mukhopadhyay and Sanghamitra Bandyopadhyay}, title = {{Finding Multiple Coherent Biclusters in Microarray Data Using Variable String Length Multiobjective Genetic Algorithm}}, journal = {IEEE Transactions on Information Technology in Biomedicine}, volume = {13}, number = {6}, pages = {969--975}, month = {November}, year = {2009} } @article{Maulik10, author = {Ujjwal Maulik and Anasua Sarkar}, title = {{Evolutionary Rough Parallel Multi-Objective Optimization Algorithm}}, journal = {Fundamenta Informaticae}, volume = {99}, number = {1}, pages = {13--27}, year = {2010} } @article{Maulik10a, author = {Ujjwal Maulik and Sanghamitra Bandyopadhyay and Indrajit Saha}, title = {{Integrating Clustering and Supervised Learning for Categorical Data Analysis}}, journal = {{IEEE Transactions on Systems, Man and Cybernetics, Part A--Systems and Humans}}, volume = {40}, number = {4}, pages = {664--675}, month = {July}, year = {2010} } @book{Maulik11, author = {Ujjwal Maulik and Sanghamitra Bandyopadhyay and Anirban Mukhopadhyay}, title = {Multiobjective Genetic Algorithms for Clustering. Applications in Data Mining and Bioinformatics}, publisher = {Springer}, address = {Berlin, Germany}, year = {2011}, note = {ISBN 978-3-642-16614-3} } @inproceedings{Maximiano09, author = {Marisa da {Silva Maximiano} and Miguel A. Vega-Rodr\'{i}guez and Juan A. G\'{o}mez-Pulido and Juan M. S\'{a}nchez-P\'{e}rez}, title = {{Parameter Analysis for Differential Evolution with Pareto Tournaments in a Multiobjective Frequency Assignment Problem}}, booktitle = {Intelligent Data Engineering and Automated Learning - IDEAL 2009, 10th International Conference}, editor = {Emilio Corchado and Hujun Yin}, pages = {799--806}, publisher = {Springer. Lecture Notes in Computer Science Vol. 5788}, address = {Burgos, Spain}, month = {September 23-26}, year = {2009} } @article{Mazdeh10, author = {Mohammad Mahdavi Mazdeh and Farzad Zaerpour and Abalfazl Zareei and Ali Hajinezhad}, title = {{Parallel Machines Scheduling to Minimize Job Tardiness and Machine Deteriorating Cost with Deteriorating Jobs}}, journal = {Applied Mathematical Modelling}, volume = {34}, number = {6}, pages = {1498--1510}, month = {June}, year = {2010} } @article{Mazumder09, author = {Jahirul Mazumder and Jingxu Zhu and Amarjeet S. Bassi and Ajay K. Ray}, title = {{Multiobjective Optimization of the Operation of a Liquid-Solid Circulating Fluidized Bed Ion-Exchange System for Continuous Protein Recovery}}, journal = {Biotechnology and Bioengineering}, volume = {103}, number = {5}, pages = {873--890}, month = {August 1}, year = {2009} } @article{Mazur07, author = {V. Mazur}, title = {Fuzzy thermoeconomic optimization of energy-transforming systems}, journal = {Applied Energy}, volume = {84}, number = {7--8}, pages = {749--762}, month = {July-August}, year = {2007} } @inproceedings{Mazurek09, author = {Michael Mazurek and Slawomir Wesolkowski}, title = {{Fleet Mix Computation Using Evolutionary Multiobjective Optimization}}, booktitle = {2009 IEEE Symposium on Computational Intelligence in Multi-Criteria Decision-Making (MCDM'2009)}, address = {Nashville, TN, USA}, publisher = {IEEE Press}, pages = {46--50}, month = {March 30 - April 2}, year = {2009}, note = {ISBN 978-1-4244-2764-2} } @INPROCEEDINGS{McClymont10, author = {Kent McClymont and Ed Keedwell}, title = {{Optimising multi-modal polynomial mutation operators for multi-objective problem classes}}, booktitle = {2010 IEEE Congress on Evolutionary Computation (CEC'2010)}, year = {2010}, pages = {3586--3593}, address = {Barcelona, Spain}, month = {July 18--23}, publisher = {IEEE Press} } @inproceedings{McClymont11, author = {Kent McClymont and Ed C. Keedwell}, title = {{Markov Chain hyper-Heuristic (MCHH): an Online Selective Hyper-Heuristic for Multi-Objective Continuous Problems}}, booktitle = {2011 Genetic and Evolutionary Computation Conference (GECCO'2011)}, pages = {2003--2010}, publisher = {ACM Press}, address = {Dublin, Ireland}, month = {July 12-16}, year = {2011} } @ARTICLE{McClymont12, author = {Kent McClymont and Ed Keedwell}, title = {{Deductive Sort and Climbing Sort: New Methods for Non-Dominated Sorting}}, journal = {Evolutionary Computation}, volume = {20}, number = {1}, pages = {1--26}, month = {Spring}, year = {2012} } @inproceedings{Mcconaghy07, author = {Trent McConaghy and Pieter Palmers and Georges Gielen and Michiel Steyaert}, title = {Simultaneous Multi-Topology Multi-Objective Sizing Across Thousands of Analog Circuit Topologies}, booktitle = {Proceedings of the 44th annual conference on Design automation (DAC'07)}, pages = {944--947}, publisher = {ACM Press}, address = {San Diego, California, USA}, year = {2007} } @article{McConaghy09, author = {Trent McConaghy and Georges G. E. Gielen}, title = {{Template-Free Symbolic Performance Modeling of Analog Circuits via Canonical-Form Functions and Genetic Programming}}, journal = {IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems}, volume = {28}, number = {8}, pages = {1162--1175}, month = {August}, year = {2009} } @ARTICLE{McConaghy11, author = {Trent McConaghy and Pieter Palmers and Michiel Steyaert and Georges G. E. Gielen}, title = {{Trustworthy Genetic Programming-Based Synthesis of Analog Circuit Topologies Using Hierarchical Domain-Specific Building Blocks}}, journal = {IEEE Transactions on Evolutionary Computation}, volume = {15}, number = {4}, pages = {557--570}, month = {August}, year = {2011} } @inproceedings{Mccubbin07, author = {Christopher McCubbin and David Scheidt and Oliver Bandte and Steven Marshall and Iavor Trifonov}, title = {Using {G}enetic {A}lgorithms for {N}aval {S}ubsystem {D}amage {A}ssessment and {D}esign {I}mprovements}, booktitle = {2007 Genetic and Evolutionary Computation Conference (GECCO'2007)}, editor = {Dirk Thierens}, pages = {2114--2121}, volume = {2}, publisher = {ACM Press}, address = {London, UK}, month = {July}, year = {2007} } @article{McGovern06, author = {Seamus M. McGovern and Surendra M. Gupta}, title = {{Ant Colony Optimization for Disassembly Sequencing with Multiple Objectives}}, journal = {International Journal of Advanced Manufacturing Technology}, volume = {30}, number = {5-6}, pages = {481--496}, month = {September}, year = {2006} } @incollection{McGovern08, author = {Semus M. McGovern and Surendra M. Gupta}, title = {{Lexicographic Goal Programming and Assessment Tools for a Combinatorial Production Problem}}, booktitle = {Multi-Objective Optimization in Computational Intelligence: Theory and Practice}, editor = {Lam Thu Bui and Sameer Alam}, pages = {148--184}, publisher = {Information Science Reference}, address = {Hershey, PA, USA}, year = {2008}, note = {ISBN 978-1-59904-498-9} } @inproceedings{McIntyre06, author = {Andrew McIntyre and Malcolm Heywood}, title = {{MOGE}: {GP} {C}lassification {P}roblem {D}ecomposition using {M}ulti-objective {O}ptimization}, booktitle = {2006 Genetic and Evolutionary Computation Conference (GECCO'2006)}, editor = {Maarten Keijzer et al.}, pages = {863--870}, publisher = {ACM Press. ISBN 1-59593-186-4}, address = {Seattle, Washington, USA}, volume = {1}, month = {July}, year = {2006} } @incollection{McIntyre08, author = {Andrew R. McIntyre and Malcolm Heywood}, title = {{Cooperative Problem Decomposition in Pareto Competitive Classifier Models of Coevolution}}, booktitle = {Genetic Programming, 11th European Conference, EuroGP 2008}, editor = {Michael O'Neill and Leonardo Vanneschi and Steven Gustafson and Anna Isabel Esparcia Alc\'{a}zar and Ivanoe De Falco and Antonio Della Cioppa and Ernesto Tarantino}, pages = {289--300}, publisher = {Springer. Lecture Notes in Computer Science Vol. 4971}, address = {Naples, Italy}, month = {March}, year = {2008} } @article{McIntyre11, author = {Andrew R. McIntyre and Malcolm I. Heywood}, title = {{Classification as Clustering: A Pareto Cooperative-Competitive GP Approach}}, journal = {Evolutionary Computation}, volume = {19}, number = {1}, pages = {137--166}, year = {Spring, 2011} } @article{McMullen98, author = {P.R. McMullen and G.V. 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Abbass}, title = {Emergence of {C}ommunication in {C}ompetitive {M}ulti-{A}gent {S}ystems: {A} {P}areto {M}ulti-{O}bjective {A}pproach}, booktitle = {2005 Genetic and Evolutionary Computation Conference (GECCO'2005)}, editor = {Hans-Georg Beyer et al.}, pages = {51--58}, volume = {1}, publisher = {ACM Press}, address = {New York, USA}, month = {June}, year = {2005} } @phdthesis{Medaglia00, author = {Andr\'{e}s L. Medaglia}, title = {Simulation {O}ptimization {U}sing {S}oft {C}omputing}, school = {North Carolina State University}, address = {USA}, year = {2000} } @article{Medaglia02, author = {A.L. Medaglia and S.-C. Fang and H.L.W. Nuttle}, title = {Fuzzy controlled simulation optimization}, journal = {Fuzzy Sets and Systems}, volume = {127}, number = {1}, pages = {65--84}, year = {2002} } @article{Medaglia03, author = {Andr\'{e}s L. Medaglia and Shu-Chern Fang}, title = {A genetic-based framework for solving (multi-criteria) weighted matching problems}, journal = {European Journal of Operational Research}, volume = {149}, number = {1}, pages = {77--101}, month = {August}, year = {2003} } @incollection{Medaglia03a, author = {A. L. Medaglia}, title = {An evolutionary algorithm for project selection problems based on stochastic multiobjective linearly constrained optimization}, booktitle = {Models and methods for project selection: concepts from management science, finance, and information technology}, editor = {S.B. Graves and J.L. Ringuest}, pages= {163--189}, publisher = {Kluwer Academic Publishers}, address = {Boston, USA}, year = {2003} } @inproceedings{Medaglia06, author = {Andr\'{e}s L. Medaglia and Eli\'{e}cer Guti\'{e}rrez and Juan Guillermo Villegas}, title = {Solving {F}acility {L}ocation {P}roblems with a {T}ool for {R}apid {D}evelopment of {M}ulti-{O}bjective {E}volutionary {A}lgorithms ({MOEA}s)}, booktitle = {Handbook of Research on Nature Inspired Computing for Economy and Management}, editor = {Jean-Philippe Rennard}, pages = {642--660}, volume = {2}, publisher = {Idea Group Reference}, address = {Hershey, UK}, year = {2006}, note = {ISBN 1-59140-984-5} } @article{Medaglia07, author = {Andres L. Medaglia and Samuel B. Graves and Jeffrey L. Ringuest}, title = {A multiobjective evolutionary approach for linearly constrained project selection under uncertainty}, journal = {European Journal of Operational Research}, volume = {179}, number = {3}, pages = {869--894}, month = {June 16}, year = {2007} } @article{Medaglia09, author = {Andres L. Medaglia and Juan G. Villegas and Diana M. Rodriguez-Coca}, title = {{Hybrid biobjective evolutionary algorithms for the design of a hospital waste management network}}, journal = {Journal of Heuristics}, volume = {15}, number = {2}, pages = {153--176}, month = {April}, year = {2009} } @article{Meedeniya11, author = {Indika Meedeniya and Barbora Buhnova and Aldeida Aleti and Lars Grunske}, title = {{Reliability-driven deployment optimization for embedded systems}}, journal = {Journal of Systems and Software}, volume = {84}, number = {5}, pages = {835--846}, month = {May}, year = {2011} } @article{Mehnen04, author = {J. Mehnen and T. Micheltisch and T. Bartz-Beielstein and K. Schmitt}, title = {Evolutionary optimization of mould temperature control strategies: encoding and solving the multiobjective problem with standard evolution strategy and kit for evolution algorithms}, journal = {Proceedings of the Institution of Mechanical Engineers Part B---Journal of Engineering Manufacture}, volume = {218}, number = {6}, pages = {657--665}, month = {June}, year = {2004} } @inproceedings{Mehnen04a, author = {J. Mehnen and Th. Michelitsch and Th. Bartz-Beilstein and N. Henkenjohann}, title = {Systematic {A}nalyses of {M}ulti-objective {E}volutionary {A}lgorithms {A}pplied to {R}eal-{W}orld {P}roblems {U}sing {S}tatistical {D}esign of {E}xperiments}, booktitle = {Intelligent Computation in Manufacturing Engineering, 4th CIRP International Seminar on Intelligent Computation in Manufacturing Engineering (CIRP ICME'04)}, pages = {171--178}, address = {Sorrento, Naples, Italy}, month = {July}, year = {2004}, } @techreport{Mehnen04b, author = {J\"{o}rn Mehnen and Thomas Michelitsch and Karlheinz Schmitt and Torsten Kohlen}, title = {p{MOH}yp{EA}: {P}arallel {E}volutionary {M}ultiobjective {O}ptimization using {H}ypergraphs}, number = {Reihe CI-189/04, SFB 531}, institution = {University of Dortmund, ISSN 1433-3325}, year = {2004} } @book{Mehnen05, author = {J\"{o}rn Mehnen}, title = {Mehrkriterielle Optimierverfahren f\"{u}r produktionstechnische Prozesse}, address = {Essen, Germany}, publisher = {Habilitation Thesis, Vulkan Verlag}, year = {2005}, note = {ISBN 3-8027-8760-9 (in German)} } @inproceedings{Mehnen06, author = {J\"{o}rn Mehnen and Heike Trautmann}, title = {Integration of expert preferences in Pareto optimization by desirability function techniques}, booktitle = {Proceedings of the 5th CIRP international seminar on intelligent computation in manufacturing engineering (CIRP ICME'06)}, editor = {R. Teti}, pages = {293--298}, address = {Ischia, Italy}, month = {July}, year = {2006} } @article{Mehnen07, author = {J\"{o}rn Mehnen and Thomas Michelitsch and Christian Lasarczyk and Thomas Bartz-Beielstein}, title = {Multi-objective evolutionary design of mold temperature control using {DACE} for parameter optimization}, journal = {International Journal of Applied Electromagnetics and Mechanics}, volume = {25}, number = {1--4}, pages = {661--667}, year = {2007} } @inproceedings{Mehnen07a, author = {J\"{o}rn Mehnen and Rajkumar Roy and Petra Kersting and Tobias Wagner}, title = {{ICSPEA}: {E}volutionary {F}ive-{A}xis {M}illing {P}ath {O}ptimisation}, booktitle = {2007 Genetic and Evolutionary Computation Conference (GECCO'2007)}, editor = {Dirk Thierens}, pages = {2122--2128}, volume = {2}, publisher = {ACM Press}, address = {London, UK}, month = {July}, year = {2007} } @inproceedings{Mehnen07b, author = {J\"{o}rn Mehnen and Heike Trautmann and Ashutosh Tiwari}, title = {Introducing {U}ser {P}reference using {D}esirability {F}unctions in {M}ultiobjective {E}volutionary {O}ptimisation of {N}oisy {P}rocesses}, booktitle = {2007 IEEE Congress on Evolutionary Computation (CEC'2007)}, pages = {2687--2694}, publisher = {IEEE Press}, address = {Singapore}, month = {September}, year = {2007} } @article{Mehrabad09, author = {M. Saidi Mehrabad and A. Pahlavani}, title = {{A fuzzy multi-objective programming for scheduling of weighted jobs on a single machine}}, journal = {International Journal of Advanced Manufacturing Technology}, volume = {45}, number = {1-2}, pages = {122--139}, month = {November}, year = {2009} } @article{Mei02, author = {T.X. Mei and R.M. Goodall}, title = {{Use of multiobjective genetic algorithms to optimize inter-vehicle active suspensions}}, journal = {Proceedings of The Institution of Mechanical Engineers Part F-Journal of Rail and Rapid Transit}, volume = {216}, number = {1}, pages = {53--63}, year = {2002} } @article{Mei11, author = {Yi Mei and Ke Tang and Xin Yao}, title = {{Decomposition-Based Memetic Algorithm for Multiobjective Capacitated Arc Routing Problem}}, journal = {IEEE Transactions on Evolutionary Computation}, volume = {15}, number = {2}, pages = {151--165}, month = {April}, year = {2011} } @article{Melab06, author = {N. Melab and M. Mezmaz and E.-G. Talbi}, title = {{Parallel Cooperative Meta-Heuristics on the Computational Grid. A Case Study: The Bi-Objective Flow-Shop Problem}}, journal = {Parallel Computing}, volume = {32}, number = {9}, pages = {643--469}, month = {October}, year = {2006} } @inproceedings{Meinl09, author = {Thorsten Meinl and Michael R. Berthold}, title = {{Crossover operators for multiobjective k-subset selection}}, booktitle = {2009 Genetic and Evolutionary Computation Conference (GECCO'2009)}, address = {Montreal, Canada}, publisher = {ACM Press}, pages = {1809--1810}, month = {July 8--12}, year = {2009}, note = {ISBN 978-1-60558-325-9} } @inproceedings{Meloni03, author = {C. Meloni and D. Naso and B. Turchiano}, title = {Multi-objective evolutionary algorithms for a class of sequencing problems in manufacturing environments}, booktitle = {Proceedings of the 2003 IEEE International Conference on Systems, Man and Cybernetics}, volume = {1}, pages = {8--13}, publisher = {IEEE}, month = {October}, year = {2003} } @inproceedings{Menchaca09, author = {Adriana Menchaca-Mendez and Carlos A. {Coello Coello}}, title = {{A New Proposal to Hybridize the Nelder-Mead Method to a Differential Evolution Algorithm for Constrained Optimization}}, booktitle = {2009 IEEE Congress on Evolutionary Computation (CEC'2009)}, pages = {2598--2605}, publisher = {IEEE Press}, address = {Trondheim, Norway}, month = {May}, year = {2009} } @article{Menczer00, journal = {Evolutionary Computation}, author = {Filippo Menczer and Melania Degeratu and W. Nick Street}, publisher = {MIT Press}, title = {Efficient and {S}calable {P}areto {O}ptimization by {E}volutionary {L}ocal {S}election {A}lgorithms}, volume = {8}, number = {2}, pages = {223--247}, month = {Summer}, year = {2000} } @incollection{Menczer00a, author = {F. Menczer and W.N. Street and M. Degeratu}, title = {Evolving heterogeneous neural agents by local selection}, booktitle = {Advances in the Evolutionary Synthesis of Neural Systems}, editor = {V. Honavar and M. Patel and K. Balakrishnan}, address = {Cambridge, MA}, publisher = {MIT Press}, year = {2000} } @incollection{Mendes09, author = {Lu\'{\i}s Mendes and Eduardo J. Solteiro Pires and Paulo B. de Moura Oliveira and Jos\'{e} A. Tenreiro Machado and Nuno M. Fonseca Ferreira and Jo\~{a}o Caldinhas Vaz and Maria J. Ros\'{a}rio}, title = {{Design Optimization of Radio Frequency Discrete Tuning Varactors}}, booktitle = {Applications of Evolutionary Computing (EvoWorkshops 2009)}, editor = {Mario Giacobini and Anthony Brabazon and Stefano Cagnoni and Gianni A. Di Caro and Anik\'{o} Ek\'{a}rt and Anna Isabel Esparcia-Alc'{a}zar and Muddassar Farooq and Andreas Fink and Penousal Machado}, pages = {343--352}, publisher = {Springer, Lecture Notes in Computer Science, Vol. 5484}, address = {Heidelberg, Germany}, year = {2009} } @inproceedings{Mendes10, author = {Jo\~{a}o Batista Mendes and Jo\~{a}o Antonio de Vasconcelos}, title = {{Using an Adaptation of a Binary Search Tree to Improve The NSGA-II Nondominated Sorting Procedure}}, booktitle = {Simulated Evolution and Learning, 8th International Conference, SEAL 2010}, editor = {Kalyanmoy Deb and Arnab Bhattacharya and Nirupam Chakraborti and Partha Chakroborty and Swagatam Das and Joydeep Dutta and Santosh K. Gupta and Ashu Jain and Varun Aggarwal and J\"{u}rgen Branke and Sushil J. Louis and Kay Chen Tan}, pages = {558--562}, publisher = {Springer. Lecture Notes in Computer Science Vol. 6457}, address = {Kanpur, India}, month = {December 1-4}, year = {2010} } @inproceedings{Mendes11, author = {Alexandre Mendes and Natashia Boland}, title = {{Multi-objective Optimisation of Power Restoration in Electricity Distribution Systems}}, booktitle = {AI 2011: Advances in Artificial Intelligence, 24th Australasian Joint Conference}, editor = {Dianhui Wang and Mark Reynolds}, pages = {779--788}, publisher = {Springer. Lecture Notes in Computer Science Vol. 7106}, address = {Perth, Australia}, month = {December 5-8}, year = {2011} } @incollection{Mendez07, author = {M\'{a}ximo M\'{e}ndez and Blas Galv\'{a}n}, title = {{Multi-Objective Evolutionary Algorithms Using the Working Point and the TOPSIS Method}}, booktitle = {Computer Aided Systems Theory - EUROCAST 2007. 11th International Conference on Computer Aided Systems Theory}, editor = {Roberto Moreno-D\'{\i}az and Franz Pichler and Alexis Quesada-Arencibia}, pages = {796-803}, publisher = {Springer, Lecture Notes in Computer Science, Vol. 4739}, address = {Las Palmas de Gran Canaria, Spain}, year = {2007}, note = {ISBN 978-3-540-75866-2}, month = {February 12-16} } @incollection{Mendez09, author = {M\'{a}ximo M\'{e}ndez and Blas Galv\'{a}n and Daniel Salazar and David Greiner}, title = {{Multiple-Objective Genetic Algorithm Using the Multiple Criteria Decision Making Method TOPSIS}}, booktitle = {Multiobjective Programming and Goal Programming. Theoretical Results and Practical Applications}, editor = {Vincent Barichard and Matthias Ehrgott and Xavier Gandibleux and Vincent T'Kindt}, pages = {145--154}, publisher = {Springer, Lecture Notes in Economics and Mathematical Systems, Vol. 618}, year = {2009}, note = {ISBN 978-3-540-85645-0} } @inproceedings{Mendonca11, author = {Bernadete M. {Mendon\c{c}a Neta} and Gustavo H.D. Ara\'{u}jo and Federico G. Guimar\~{a}es and Renato C. Mesquita}, title = {{A Multiobjective Genetic Algorithm for Automatic Orthogonal Graph Drawing}}, booktitle = {2011 Genetic and Evolutionary Computation Conference (GECCO'2011)}, pages = {925--932}, publisher = {ACM Press}, address = {Dublin, Ireland}, month = {July 12-16}, year = {2011} } @article{Mendoza06, author = {Franklin Mendoza and Jose L. Bernal-Agustin and Jose A. 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Goldbarg}, title = {{A New Transgenetic Approach for the Biobjective Spanning Tree Problem}}, booktitle = {2010 IEEE Congress on Evolutionary Computation (CEC'2010)}, pages = {519--526}, publisher = {IEEE Press}, address = {Barcelona, Spain}, month = {July 18--23}, year = {2010} } @inproceedings{Montibeller11, author = {Gilberto Montibeller and Hugo Yoshizaki}, title = {{A Framework for Locating Logistic Facilities with Multi-Criteria Decision Analysis}}, booktitle = {Evolutionary Multi-Criterion Optimization, 6th International Conference, EMO 2011}, editor = {Ricardo H.C. Takahashi and Kalyanmoy Deb and Elizabeth F. Wanner and Salvatore Grecco}, pages = {505--519}, publisher = {Springer. Lecture Notes in Computer Science Vol. 6576}, address = {Ouro Preto, Brazil}, month = {April}, year = {2011} } @inproceedings{Montgomery02, author = {James Montgomery and Marcus Randall}, title = {Anti-pheromone as a {T}ool for {B}etter {E}xploration of {S}earch {S}pace}, booktitle = {Ant Algorithms. 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A. {Garcia Montoya} and S. {Mendoza Toro}}, title = {{Implementation of an evolutionary algorithm in planning investment in a power distribution system}}, journal = {Revista Ingenieria e Investigacion}, volume = {31}, number = {2}, pages = {118--124}, year = {2011} } @incollection{Montusiewicz04, author = {Jerzy Montusiewicz}, title = {Ranking Pareto Optimal Solutions in Genetic Algorithm by Using the Undifferentiation Interval Method}, booktitle = {IUTAM Symposium on Evolutionary Methods in Mechanics}, editor = {Tadeusz Burczy\'{n}ski and Andrzej Osyczka}, pages = {265--276}, publisher = {Kluwer Academic Publishers}, address = {Dordrecht/Boston/London}, year = {2004}, note = {ISBN 1-4020-2266-2} } @inproceedings{Moon98, author = {Chiung Moon and Yin-Zhen Lin and Mitsuo Gen}, address = {Piscataway, New Jersey}, booktitle = {Proceedings of the 1998 International Conference on Evolutionary Computation}, editor = {David B. Fogel}, key = {Moon et al., 1998}, pages = {27--32}, publisher = {IEEE}, title = {Evolutionary {A}lgorithm for {F}lexible {P}rocess {S}equencing with {M}ultiple {O}bjectives}, year = {1998} } @ARTICLE{Moon12, author = {Mi-Ae Moon and Afzal Husain and Kwang-Yong Kim}, title = {{Multi-objective optimization of a rotating cooling channel with staggered pin-fins for heat transfer augmentation}}, journal = {International Journal for Numerical Methods in Fluids}, volume = {68}, number = {7}, pages = {922--938}, month = {March 10}, year = {2012} } @unpublished{Moore99, author = {Jacqueline Moore and Richard Chapman}, title = {Application of {P}article {S}warm to {M}ultiobjective {O}ptimization}, note = {Department of Computer Science and Software Engineering, Auburn University. (Unpublished manuscript)}, year = {1999} } @inproceedings{Moore00, author = {Jacqueline Moore and Richard Chapman and Gerry Dozier}, title = {{Multiobjective Particle Swarm Optimization}}, editor = {A. Joe Turner}, booktitle = {Proceedings of the 38th Annual Southeast Regional Conference, 2000}, address = {Clemson, South Carolina, USA}, publisher = {ACM Press}, pages = {56-57}, month = {April 7-8}, year = {2000} } @incollection{Moore07, author = {Jason H. Moore and Bill C. White}, title = {Genome-Wide Genetic Analysis using Genetic Programming: The Critical Need for Expert Knowledge}, booktitle = {Genetic Programming Theory and Practice IV}, editor = {Rick Riolo and Terence Soule and Bill Worzel}, pages = {11--28}, publisher = {Springer}, address = {New York, USA}, year = {2007} } @inproceedings{Mora06, author = {A.M. Mora and J.J. Merelo and C. Millan and J. Torrecillas and J.L.J. Laredo}, title = {{CHAC}. {A} {MOACO} {A}lgorithm for {C}omputation of {B}i-{C}riteria {M}ilitary {U}nit {P}ath in the {B}attlefield}, booktitle = {Proceedings of the First Workshop in Nature Inspired Cooperative Strategies for Optimization (NICSO'06)}, editor = {D.A. Pelta and N. Krasnogor}, pages = {85--96}, address = {Granada, Spain}, month = {June}, year = {2006} } @inproceedings{Mora07, author = {A. M. Mora and J. J. Merelo and C. Millan and J. Torrecillas and J.L.J. Laredo and P.A. Castillo}, title = {Enhancing a {MOACO} for {S}olving the {B}i-criteria {P}athfinding {P}roblem for a {M}ilitary {U}nit in a {R}ealistic {B}attlefield}, booktitle = {Applications of Evolutionary Computing. EvoWorkshops 2007: EvoCOMNET, EvoFIN, EvoIASP, EvoINTERACTION, EvoMUSART, EvoSTOC and EvoTRANSLOG}, editor = {Mario Giacobini et al.}, pages = {712--721}, publisher = {Springer. Lecture Notes in Computer Science Vol. 4448}, address = {Valencia, Spain}, month = {April}, year = {2007} } @incollection{Mora07a, author = {Antonio Miguel Mora and Juan Juli\'{a}n Merelo Guerv\'{o}s and Cristian Mill\'{a}n and Juan Torrecillas and Juan Lu\'{\i}s Jim\'{e}nez Laredo and Pedro A. Castillo Valdivieso}, title = {{Comparing ACO Algorithms for Solving the Bi-criteria Military Path-Finding Problem}}, booktitle = {Advances in Artificial Life. 9th European Conference (ECAL'2007)}, editor = {Fernando Almeida e Costa and Luis Mateus Rocha and Ernesto Costa and Inman Harvey and Ant\'{o}nio Coutinho}, pages = {665-674}, publisher = {Springer, Lecture Notes in Computer Science, Vol. 4648}, address = {Lisbon, Portugal}, year = {2007}, note = {ISBN 978-3-540-74912-7}, month = {September 10-14} } @incollection{Mora08, author = {A.M. Mora and J.J. Merelo and J.L.J. Laredo and P.A. Castillo and P.G. S\'{a}nchez and J.P. Sevilla and C. Mill\'{a}n and J. Torrecillas}, title = {{hCHAC-4, an ACO Algorithm for Solving the Four-Criteria Military Path-finding Problem}}, booktitle = {Nature Inspired Cooperative Strategies for Optimization}, editor = {Natalio Krasnogor and Giuseppe Nicosia and Mario Pavone and David Pelta}, pages = {73--84}, publisher = {Springer}, address = {Berlin}, year = {2008}, note = {ISBN 978-3-540-78986-4} } @inproceedings{Mora08a, author = {A. M. Mora and J. J. Merelo and P. A. Castillo and J. L. J. Laredo and C. Cotta}, title = {{Influence of Parameters on the Performance of a MOACO Algorithm for Solving the Bi-Criteria Military Path-Finding Problem}}, booktitle = {2008 Congress on Evolutionary Computation (CEC'2008)}, pages = {3506--3513}, publisher = {IEEE Service Center}, address = {Hong Kong}, month = {June}, year = {2008} } @article{Mora09, author = {A. M. Mora and J. J. Merelo and J. L. J. Laredo and C. Millan and J. Torrecillas}, title = {{CHAC, AMOACO Algorithm for Computation of Bi-Criteria Military Unit Path in the Battlefield: Presentation and First Results}}, journal = {International Journal of Intelligent Systems}, volume = {24}, number = {7}, pages = {818--843}, month = {July}, year = {2009} } @phdthesis{Mora09a, author = {Antonio Miguel {Mora Garc\'{\i}a}}, title = {{Resoluci\'{o}n del Problema Militar de B\'{u}squeda de Camino \'{O}ptimo Multiobjetivo Mediante el Uso de Algoritmos de Optimizaci\'{o}n Basados en Colonias de Hormigas}}, school = {Departamento de Arquitectura y Tecnolog\'{\i}a de Computadores, Universidad de Granada}, address = {Spain}, month = {March}, year = {2009}, note = {(In Spanish)} } @article{Moradi11, author = {E. Moradi and S.M.T. Fatemi Ghomi and M. Zandieh}, title = {{Bi-Objective Optimization Research on Integrated Fixed Time Interval Preventive Maintenance and Production for Scheduling Flexible Job-Shop Problem}}, journal = {Expert Systems with Applications}, volume = {38}, number = {6}, pages = {7169--7178}, month = {June}, year = {2011} } @article{Moradi11a, author = {H. Moradi and M. Zandieh and Iraj Mahdavi}, title = {Non-dominated ranked genetic algorithm for a multi-objective mixed-model assembly line sequencing problem}, journal = {International Journal of Production Research}, volume = {49}, number = {12}, pages = {3479--3499}, year = {2011} } @article{Moral08, author = {Ramon J. Moral and George S. Dulikravich}, title = {{Multi-objective hybrid, evolutionary optimization with automatic switching among constituent algorithms}}, journal = {AIAA Journal}, volume = {46}, number = {3}, pages = {673--681}, month = {March}, year = {2008} } @inproceedings{Moradkhan06, author = {M. Davis Moradkhan and Will N. Browne}, title = {A {K}nowledge-{B}ased {E}volution {S}trategy for the {M}ulti-{O}bjective {M}inimum {S}panning {T}ree {P}roblem}, booktitle = {2006 IEEE Congress on Evolutionary Computation (CEC'2006)}, pages = {5540--5547}, publisher = {IEEE}, address = {Vancouver, BC, Canada}, month = {July}, year = {2006} } @inproceedings{Mori95, author = {Naoki Mori and Junji Yoshida and Hisashi Tamaki and Hajime Kita and Yoshikazu Nishikawa}, title = {Thermodynamical {S}election {R}ule for the {G}enetic {A}lgorithm}, booktitle = {Proceedings of the Second IEEE Conference on Evolutionary Computation}, editor = {David B. Fogel}, publisher = {IEEE Service Center}, address = {Piscataway, New Jersey}, pages = {188--192}, year = {1995} } @inproceedings{Mori07, author = {Hiroyuki Mori and Yoshinori Yamada}, title = {{An efficient Multi-objective Meta-heuristic Method for Distribution Network Expansion Planning}}, booktitle = {2007 IEEE Lausanne Power Tech}, address = {Lausanne, Switzerland}, publisher = {IEEE Computer Society}, pages = {374--379}, month = {July}, year = {2007} } @ARTICLE{Morik12, author = {Katharina Morik and Andreas Kaspari and Michael Wurst and Marcin Skirzynski}, title = {{Multi-objective frequent termset clustering}}, journal = {Knowledge and Information Systems}, volume = {30}, number = {3}, pages = {715--738}, month = {March}, year = {2012} } @article{Morita01, author = {Hiroyuki Morita and Xavier Gandibleux and Naoki Katoh}, title = {Experimental feedback on biobjective permutation scheduling problems solved with a population heuristic}, journal = {Foundations of Computing and Decision Sciences}, volume = {26}, number = {1}, pages = {23--50}, year = {2001} } @inproceedings{Morita03, author = {M. Morita and R. Sabourin and F. Bortolozzi and C.Y. Suen}, title = {Unsupervised {F}eature {S}election {U}sing {M}ulti-{O}bjective {G}enetic {A}lgorithm for {H}andwritten {W}ord {R}ecognition}, booktitle = {Proceedings of the 7th International Conference on Document Analysis and Recognition (ICDAR'2003)}, pages = {666--670}, address = {Edinburgh, Scotland}, month = {August}, year = {2003} } @phdthesis{Morita03a, author = {Marisa Emika Morita}, title = {Automatic {R}ecognition of {H}andwritten {D}ates on {B}razilian {B}ank {C}heques}, school = {\'{E}cole de Technologie Sup\'{e}rieure, Universit\'{e} du Qu\'{e}bec}, address = {Montreal, Canada}, month = {June}, year = {2003} } @INPROCEEDINGS{Moser10, author = {Irene Moser and Sanaz Mostaghim}, title = {{The automotive deployment problem: A practical application for constrained multiobjective evolutionary optimisation}}, booktitle = {2010 IEEE Congress on Evolutionary Computation (CEC'2010)}, pages = {4272--4279}, publisher = {IEEE Press}, address = {Barcelona, Spain}, month = {July 18--23}, year = {2010} } @inproceedings{Moser11, author = {Irene Moser and James Montgomery}, title = {{Population-ACO for the Automotive Deployment Problem}}, booktitle = {2011 Genetic and Evolutionary Computation Conference (GECCO'2011)}, pages = {777--784}, publisher = {ACM Press}, address = {Dublin, Ireland}, month = {July 12-16}, year = {2011} } @inproceedings{Moshaiov06, author = {Amiram Moshaiov and Gideon Avigad}, title = {Concept-based {IEC} for {M}ulti-objective {S}earch with {R}obustness to {H}uman {P}reference {U}ncertainty}, booktitle = {2006 IEEE Congress on Evolutionary Computation (CEC'2006)}, pages = {6784--6791}, publisher = {IEEE}, address = {Vancouver, BC, Canada}, month = {July}, year = {2006} } @incollection{Moshaiov08, author = {Amiram Moshaiov}, title = {Multi-competence {C}ybernetics: {T}he {S}tudy of {M}ultiobjective {A}rtificial {S}ystems and {M}ulti-fitness {N}atural {S}ystems}, booktitle = {Multi-Objective Problem Solving from Nature: From Concepts to Applications}, editor = {Joshua Knowles and David Corne and Kalyanmoy Deb}, pages = {285--304}, publisher = {Springer}, year = {2008}, address = {Berlin}, note = {ISBN 978-3-540-72963-1} } @inproceedings{Moshaiov09, author = {Amiram Moshaiov and Ariela Ashram–Wittenberg}, title = {{Multi-objective Evolution of Robot Neuro-Controllers}}, booktitle = {2009 IEEE Congress on Evolutionary Computation (CEC'2009)}, publisher = {IEEE Press}, pages = {1093--1100}, address = {Trondheim, Norway}, month = {May}, year = {2009} } @article{Moshtagh10, author = {J. Moshtagh and A. Jalali and K. Karimizadeh}, title = {{Optimum Placement and Sizing of DG Using Binary PSO Algorithm to Achieve the Minimum Electricity Cost for Consumers}}, journal = {International Review of Electrical Engineering-IREE, Part B}, volume = {5}, number = {6}, pages = {2873--2881}, month = {November--December}, year = {2010} } @article{Moslehi11, author = {Ghasem Moslehi and Mehdi Mahnam}, title = {{A Pareto Approach to Multi-Objective Flexible Job-Shop Scheduling Problem Using Particle Swarm Optimization and Local Search}}, journal = {International Journal of Production Economics}, volume = {129}, number = {1}, pages = {14--22}, month = {January}, year = {2011} } @ARTICLE{Moslemi11, author = {H. Moslemi and M. Zandieh}, title = {{Comparisons of some improving strategies on MOPSO for multi-objective (r, Q) inventory system}}, journal = {Expert Systems with Applications}, volume = {38}, number = {10}, pages = {12051--12057}, month = {September 15}, year = {2011} } @inproceedings{Mosnier10, author = {David Mosnier and Fr\'{e}d\'{e}ric Gillot and Antoine Ducloux and Mohamed Ichchou}, title = {{Integrated Pre-Design Step Methodology Based on Multi-Objective Evolutionary Optimization}}, booktitle = {Proceedings of the 12th annual conference on Genetic and Evolutionary Computation (GECCO'2010)}, pages = {1317--1318}, publisher = {ACM Press}, address = {Portland, Oregon, USA}, month = {July 7--11}, year = {2010}, note = {ISBN 978-1-4503-0072-8} } @inproceedings{Mostaghim02, author = {Sanaz Mostaghim and J\"{u}rgen Teich and Ambrish Tyagi}, title = {Comparison of {D}ata {S}tructures for {S}toring {P}areto-sets in {MOEA}s}, booktitle = {Congress on Evolutionary Computation (CEC'2002)}, volume = {1}, address = {Piscataway, New Jersey}, pages = {843--848}, publisher = {IEEE Service Center}, month = {May}, year = {2002} } @inproceedings{Mostaghim03, author = {Sanaz Mostaghim and J\"{u}rgen Teich}, title = {Strategies for {F}inding {G}ood {L}ocal {G}uides in {M}ulti-objective {P}article {S}warm {O}ptimization ({MOPSO})}, booktitle = {2003 IEEE Swarm Intelligence Symposium Proceedings}, pages = {26--33}, publisher = {IEEE Service Center}, address = {Indianapolis, Indiana, USA}, month = {April}, year = {2003} } @inproceedings{Mostaghim03a, author = {Sanaz Mostaghim and J\"{u}rgen Teich}, title = {The {R}ole of $\varepsilon$-dominance in {M}ulti {O}bjective {P}article {S}warm {O}ptimization {M}ethods}, booktitle = {Proceedings of the 2003 Congress on Evolutionary Computation (CEC'2003)}, pages = {1764--1771}, volume = {3}, publisher = {IEEE Press}, month = {December}, address = {Canberra, Australia}, year = {2003} } @inproceedings{Mostaghim04, author = {S. Mostaghim and M. Hoffmann and P.H. K\"{o}nig and Th. Frauenheim and J. Teich}, title = {Molecular {F}orce {F}ield {P}arametrization using {M}ulti-{O}bjective {E}volutionary {A}lgorithms}, booktitle = {2004 Congress on Evolutionary Computation (CEC'2004)}, publisher = {IEEE Service Center}, volume = {1}, pages = {212--219}, address = {Portland, Oregon, USA}, month = {June}, year = {2004} } @inproceedings{Mostaghim04a, author = {Sanaz Mostaghim and J\"{u}rgen Teich}, title = {Covering {P}areto-optimal {F}ronts by {S}ubswarms in {M}ulti-objective {P}article {S}warm {O}ptimization}, booktitle = {2004 Congress on Evolutionary Computation (CEC'2004)}, publisher = {IEEE Service Center}, volume = {2}, pages = {1404--1411}, address = {Portland, Oregon, USA}, month = {June}, year = {2004} } @phdthesis{Mostaghim04b, author = {Sanaz Mostaghim}, title = {Multi-{O}bjective {E}volutionary {A}lgorithms. {D}ata {S}tructures, {C}onvergence, and {D}iversity}, school = {Fakult\"{a}t Elektrotechnik, Informatik und Mathematik der Universit\"{a}t Paderborn}, address = {Paderborn, Germany}, month = {November}, year = {2004} } @incollection{Mostaghim05, author = {Sanaz Mostaghim and J\"{u}rgen Teich}, title = {Quad-trees: {A} {D}ata {S}tructure for {S}toring {P}areto {S}ets in {M}ultiobjective {E}volutionary {A}lgorithms with {E}litism}, booktitle = {Evolutionary Multiobjective Optimization: Theoretical Advances And Applications}, editor = {Ajith Abraham and Lakhmi Jain and Robert Goldberg}, pages = {81--104}, publisher = {Springer-Verlag}, address = {London}, note = {ISBN 1-85233-787-7}, year = {2005} } @incollection{Mostaghim06, author = {Sanaz Mostaghim and Werner Halter and Anja Wille}, title = {{Linear Multi-Objective Particle Swarm Optimization}}, booktitle = {Stigmergic Optimization}, editor = {Ajith Abraham and Crina Grosan and Vitorino Ramos}, pages = {209--328}, publisher = {Springer. 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Lecture Notes in Computer Science Vol. 5199}, month = {September}, year = {2008} } @inproceedings{Mostaghim08a, author = {Sanaz Mostaghim and J\"{u}rgen Branke, Andrew Lewis and Hartmut Schmeck}, title = {{Parallel Multi-Objective Optimization using Master-Slave Model on Heterogeneous Resources}}, booktitle = {2008 Congress on Evolutionary Computation (CEC'2008)}, pages = {1981--1987}, publisher = {IEEE Service Center}, address = {Hong Kong}, month = {June}, year = {2008} } @incollection{Mostaghim10, author = {Sanaz Mostaghim and Heike Trautmann and Olaf Mersmann}, title = {{Preference-Based Multi-Objective Particle Swarm Optimization Using Desirabilities}}, booktitle = {Parallel Problem Solving from Nature--PPSN XI, 11th International Conference, Proceedings, Part II}, publisher = {Springer, Lecture Notes in Computer Science Vol. 6239}, editor = {Robert Schaefer and Carlos Cotta and Joanna Ko{\l}odziej and G\"{u}nter Rudolph}, pages = {101--110}, address = {Krak\'{o}w, Poland}, month = {September}, year = {2010} } @incollection{Mostaghim10a, author = {Sanaz Mostaghim}, title = {{Parallel Multi-objective Optimization Using Self-organized Heterogeneous Resources}}, booktitle = {Parallel and Distributed Computational Intelligence}, editor = {Francisco Fern\'{a}ndez de Vega and Erick Cant\'{u}-Paz}, pages = {165--179}, publisher = {Springer}, address = {Berlin, Germany}, year = {2010} } @incollection{ElMoudani01, author = {Walid El Moudani and Carlos Alberto Nunes Cosenza and Marc de Coligny and F\'{e}lix Mora-Camino}, key = {El Moudani et al., 2001}, booktitle = {First International Conference on Evolutionary Multi-Criterion Optimization}, title = {A {B}i-{C}riterion {A}pproach for the {A}irlines {C}rew {R}ostering {P}roblem}, editor = {Eckart Zitzler and Kalyanmoy Deb and Lothar Thiele and Carlos A. Coello Coello and David Corne}, publisher = {Springer-Verlag. Lecture Notes in Computer Science No. 1993}, pages = {486--500}, year = {2001} } @incollection{Moubayed10, author = {Noura Al Moubayed and Andrei Petrovski and John McCall}, title = {{A Novel Smart Multi-Objective Particle Swarm Optimisation Using Decomposition}}, booktitle = {Parallel Problem Solving from Nature--PPSN XI, 11th International Conference, Proceedings, Part II}, publisher = {Springer, Lecture Notes in Computer Science Vol. 6239}, editor = {Robert Schaefer and Carlos Cotta and Joanna Ko{\l}odziej and G\"{u}nter Rudolph}, pages = {1--10}, address = {Krak\'{o}w, Poland}, month = {September}, year = {2010} } @article{Mouhoub06, author = {Riad Ben Mouhoub and Omar Hammami}, title = {{MOCDEX}: {M}ultiprocessor on {C}hip {M}ultiobjective {D}esign {S}pace {E}xploration with {D}irect {E}xecution}, journal = {EURASIP Journal on Embedded Systems}, volume = {2006}, pages = {1--14}, note = {article ID 54074}, year = {2006} } @mastersthesis{Moulton07, author = {Christina Moulton}, title = {{Hierarchical Clustering of Evolutionary Multiobjective Programming Results to Inform Land Use Planning}}, school = {University of Waterloo}, address = {Waterloo, Ontario, Canada}, year = {2007} } @incollection{Moura08, author = {Ana Moura}, title = {{A Multi-Objective Genetic Algorithm for the Vehicle Routing with Time Windows and Loading Problem}}, booktitle = {Intelligent Decision Support - Current Challenges and Approaches}, editor = {A. Bortfeldt and J. Homberger and H. Kopfer and G. Pankratz and R. Strangmeier}, pages = {187--201}, publisher = {Gabler Edition Wissenschaft}, address = {Weisbaden}, month = {}, year = {2008} } @ARTICLE{Moura10, author = {Ana Moura and Rui Rijo and Pedro Silva and Sidonio Crespo}, title = {{A multi-objective genetic algorithm applied to autonomous underwater vehicles for sewage outfall plume dispersion observations}}, journal = {Applied Soft Computing}, volume = {10}, number = {4}, pages = {1119--1126}, month = {September}, year = {2010} } @incollection{Mouret08, author = {Jean-Baptiste Mouret and St\'{e}phane Doncieux}, title = {{Incremental Evolution of Animats' Behaviors as a Multi-objective Optimization}}, booktitle = {From Animals to Animats 10, 10th International Conference on Simulation of Adaptive Behavior (SAB 2008)}, editor = {Minoru Asada and John C. T. Hallam and Jean-Arcady Meyer and Jun Tani}, pages = {210--219}, publisher = {Springer, Lecture Notes in Computer Science, Vol. 5040}, address = {Osaka, Japan}, year = {2008}, note = {ISBN 978-3-540-69133-4}, month = {July 7-12} } @inproceedings{Mouret09, author = {Jean-Baptiste Mouret and St\'{e}phane Doncieux}, title = {{Using behavioral exploration objectives to solve deceptive problems in neuro-evolution}}, booktitle = {2009 Genetic and Evolutionary Computation Conference (GECCO'2009)}, address = {Montreal, Canada}, publisher = {ACM Press}, pages = {627--634}, month = {July 8--12}, year = {2009}, note = {ISBN 978-1-60558-325-9} } @inproceedings{Mouret09a, author = {Jean-Baptiste Mouret and St\'{e}phane Doncieux}, title = {{Overcoming the bootstrap problem in evolutionary robotics using behavioral diversity}}, booktitle = {2009 IEEE Congress on Evolutionary Computation (CEC'2009)}, publisher = {IEEE Press}, pages = {1161--1168}, address = {Trondheim, Norway}, month = {May}, year = {2009} } @inproceedings{Mouret09b, author = {Jean-Baptiste Mouret}, title = {{Novelty-based Multiobjectivization}}, booktitle = {Exploring New Horizons in Evolutionary Design of Robots}, address = {St. Louis, Missouri, USA}, month = {October 11}, year = {2009} } @INPROCEEDINGS{Mouret10, author = {Jean-Baptiste Mouret and St\'{e}phane Doncieux}, title = {{Sferes$_{v2}$: Evolvin' in the Multi-Core World}}, booktitle = {2010 IEEE Congress on Evolutionary Computation (CEC'2010)}, pages = {4079--4086}, publisher = {IEEE Press}, address = {Barcelona, Spain}, month = {July 18--23}, year = {2010} } @ARTICLE{Mouret12, author = {J. -B. Mouret and S. Doncieux}, title = {{Encouraging Behavioral Diversity in Evolutionary Robotics: An Empirical Study}}, journal = {Evolutionary Computation}, volume = {20}, number = {1}, pages = {91--133}, month = {Spring}, year = {2012} } @ARTICLE{Mourshed11, author = {Monjur Mourshed and Shariful Shikder and Andrew D. F. Price}, title = {{Phi-array: A novel method for fitness visualization and decision making in evolutionary design optimization}}, journal = {Advanced Engineering Informatics}, volume = {25}, number = {4}, pages = {676--687}, month = {October}, year = {2011} } @article{Mousa11, author = {A.A. Mousa and Waiel F. {Abd El-Wahed} and R.M. Rizk-Allaha}, title = {{A Hybrid Ant Colony Optimization Approach Based Local Search Scheme for Multiobjective Design Optimizations}}, journal = {Electric Power Systems Research}, volume = {81}, number = {4}, pages = {1014--1023}, month = {April}, year = {2011} } @article{Mu03, author = {S.J. Mu and H.Y. Su and Y. Gu and J. Chu}, title = {Multi-objective optimization of industrial purified terephthalic acid oxidation process}, journal = {Chinese Journal of Chemical Engineering}, volume = {11}, number = {5}, pages = {536--541}, month = {October}, year = {2003} } @article{Mu04, author = {Shengjing Mu and Hongye Su and Tao Jia and Yong Gu and Jian Chu}, title = {Scalable multi-objective optimization of industrial purified terephthalic acid ({PTA}) oxidation process}, journal = {Computers \& Chemical Engineering}, volume = {28}, number = {11}, pages = {2219--2231}, month = {October}, year = {2004} } @article{Mu10, author = {Yue Mu and Guoqun Zhao and Xianghong Wu and Chengrui Zhang}, title = {{An optimization strategy for die design in the low-density polyethylene annular extrusion process based on FES/BPNN/NSGA-II}}, journal = {International Journal Of Advanced Manufacturing Technology}, volume = {50}, number = {5-8}, pages = {517--532}, month = {September}, year = {2010} } @article{Muetze08, author = {Annette Muetze}, title = {A neglected stepchild}, journal = {IEEE Industry Applications Magazine}, volume = {14}, number = {2}, pages = {14--22}, month = {March-April}, year = {2008} } @article{Mukerjee02, author = {Amitabha Mukerjee and Rita Biswas and Kalyanmoy Deb and Amrit P. 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Coello Coello and David Corne}, publisher = {Springer-Verlag. Lecture Notes in Computer Science No. 1993}, pages = {82--95}, year = {2001} } @inproceedings{Murata01a, author = {Tadahiko Murata and Shihei Kawakami and Hiroyuki Nozawa and Mitsuo Gen and Hisao Ishibuchi}, title = {Three-{O}bjective {G}enetic {A}lgorithms for {D}esigning {C}ompact {F}uzzy {R}ule-{B}ased {S}ystems for {P}attern {C}lassification {P}roblems}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2001)}, editor = {Lee Spector and Erik D. Goodman and Annie Wu and W.B. Langdon and Hans-Michael Voigt and Mitsuo Gen and Sandip Sen and Marco Dorigo and Shahram Pezeshk and Max H. 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Deb}, title = {{Multi-Objective Performance Optimization of Thermo-Electric Coolers Using Dimensional Structural Parameters}}, booktitle = {Swarm, Evolutionary, and Memetic Computing, First International Conference on Swarm, Evolutionary and Memetic Computing, SEMCCO 2010}, editor = {Bijaya Ketan Panigrahi and Swagatam Das and Ponnuthurai Nagaratnam Suganthan and Subhransu Sekhar Dash}, pages = {607--614}, publisher = {Springer-Verlag. Lecture Notes in Computer Science Vol. 6466}, address = {Chennai, India}, month = {December 16-18}, year = {2010} } @inproceedings{Nain10a, author = {P. K. S. Nain and S. Sharma and J. M. Giri}, title = {{Non-dimensional Multi-Objective Performance Optimization of Single Stage Thermoelectric Cooler}}, booktitle = {Simulated Evolution and Learning, 8th International Conference, SEAL 2010}, editor = {Kalyanmoy Deb and Arnab Bhattacharya and Nirupam Chakraborti and Partha Chakroborty and Swagatam Das and Joydeep Dutta and Santosh K. Gupta and Ashu Jain and Varun Aggarwal and J\"{u}rgen Branke and Sushil J. Louis and Kay Chen Tan}, pages = {404--413}, publisher = {Springer. Lecture Notes in Computer Science Vol. 6457}, address = {Kanpur, India}, month = {December 1-4}, year = {2010} } @article{Nair02, author = {Prasanth B. Nair and Andrew J. Keane}, title = {Coevolutionary architecture for distributed optimization of complex coupled systems}, journal = {AIAA Journal}, volume = {40}, number = {7}, pages = {1434--1443}, month = {July}, year = {2002} } @ARTICLE{Najafi11, author = {Hamidreza Najafi and Behzad Najafi and Pooya Hoseinpoori}, title = {{Energy and cost optimization of a plate and fin heat exchanger using genetic algorithm}}, journal = {Applied Thermal Engineering}, volume = {31}, number = {10}, pages = {1839--1847}, month = {July}, year = {2011} } @ARTICLE{Najafi11a, author = {Hamidreza Najafi and Behzad Najafi}, title = {{Multi-objective optimization of a plate and frame heat exchanger via genetic algorithm}}, journal = {Heat and Mass Transfer}, volume = {46}, number = {6}, pages = {639--647}, month = {June}, year = {2011} } @incollection{Nakayama02, author = {Hirotaka Nakayama and Masao Arakawa and Ye Boon Yu}, title = {Data {E}nvelopment {A}nalysis in {M}ulticriteria {D}ecision {M}aking}, booktitle = {Multiple Criteria Optimization: State of the Art Annotated Bibliographic Surveys}, editor = {Matthias Ehrgott and Xavier Gandibleux}, pages = {333--368}, publisher = {Kluwer Academic Publishers}, address = {Boston}, year = {2002} } @incollection{Nakayama06, author = {Hirotaka Nakayama and Yeboon Yun}, title = {Generating {S}upport {V}ector {M}achines {U}sing {M}ulti-{O}bjective {O}ptimization and {G}oal {P}rogramming}, booktitle = {Multi-Objective Machine Learning}, editor = {Yaochu Jin}, pages = {173--198}, publisher = {Springer. Studies in Computational Intelligence, Volume 16}, address = {Berlin}, year = {2006} } @inproceedings{Nakayama07, author = {Hirotaka Nakayama and Yeboon Yun}, title = {Combining {A}spiration {L}evel {M}ethods in {M}ulti-objective {P}rogramming and {S}equential {A}pproximate {O}ptimization using {C}omputational {I}ntelligence}, booktitle = {Proceedings of the 2007 IEEE Symposium on Computational Intelligence in Multicriteria Decision Making (MCDM'2007)}, pages = {319--324}, publisher = {IEEE Press}, address = {Honolulu, Hawaii, USA}, month = {April}, year = {2007} } @incollection{Nakayama10, author = {Hirotaka Nakayama and Yeboon Yun and Masakazu Shirakawa}, title = {{Multi-objective Model Predictive Control Using Computational Intelligence}}, booktitle = {Computational Intelligence in Expensive Optimization Problems}, editor = {Yoel Tenne and Chi-Keong Goh}, pages = {249--264}, publisher = {Springer}, address = {Berlin, Germany}, year = {2010}, note = {ISBN 978-3-642-10700-9} } @article{Nakhjavani06, author={O.B. 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Moore and Jagath C. Rajapakse}, pages = {176--186}, publisher = {Springer. Lecture Notes in Computer Science Vol. 4447}, address = {Valencia, Spain}, month = {April}, year = {2007} } @ARTICLE{Nam11, author = {Hee-Geun Nam and Min-Gyeong Han and Sung Chul Yi and Yong Keun Chang and Sungyong Mun and Jin-Hyun Kim}, title = {{Optimization of productivity in a four-zone simulated moving bed process for separation of succinic acid and lactic acid}}, journal = {Chemical Engineering Journal}, volume = {171}, number = {1}, pages = {92--103}, month = {June 15}, year = {2011} } @incollection{Nanas07, author = {Nikolaos Nanas and Anne {De Roeck}}, title = {Multimodal {D}ynamic {O}ptimization: {F}rom {E}volutionary {A}lgorithms to {A}rtificial {I}mmune {S}ystems}, booktitle = {Artificial Immune Systems, 6th International Conference, ICARIS 2007}, editor = {Leandro Nunes {de Castro} and Fernando Jos\'{e} {Von Zuben} and Helder Knidel}, pages = {13--24}, publisher = {Springer. 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Izumi}, title = {{Evolutionary learning of a fuzzy behavior based controller for a nonholonomic mobile robot in a class of dynamic environments}}, journal = {Journal of Intelligent \& Robotic Systems}, volume = {32}, number = {3}, pages = {255--277}, month = {November}, year = {2001} } @ARTICLE{Nandasana03, author = {A. D. Nandasana and A. K. Ray and S. K. Gupta}, title = {{Dynamic model of an industrial steam reformer and its use for multiobjective optimization}}, journal = {Industrial \& Engineering Chemistry Research}, volume = {42}, number = {17}, pages = {4028--4042}, month = {August 20}, year = {2003} } @article{Nandan05, author = {R. Nandan and R. Rai and R. Jayakanth and S. Moitra and N. Chakraborti and A. 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Yao}, title = {Inverse modelling of multi-objective thermodynamically optimized turbojet engines using {GMDH}-type neural networks and evolutionary algorithms}, journal = {Engineering Optimization}, volume = {37}, number = {5}, pages = {437--462}, month = {July}, year = {2005} } @article{Nariman06, author = {N. Nariman-Zadeh and A. Darvizeh and A. Jamali}, title = {Pareto optimization of energy absorption of square aluminium columns using multi-objective genetic algorithms}, journal = {Proceedings of the Institution of Mechanical Engineers Part B--Journal of Engineering Manufacture}, volume = {220}, number = {2}, pages = {213--224}, month = {February}, year = {2006} } @article{Nariman09, author = {N. Nariman-Zadeh and M. Felezi and A. Jamali and M. Ganji}, title = {{Pareto optimal synthesis of four-bar mechanisms for path generation}}, journal = {Mechanism and Machine Theory}, volume = {44}, number = {1}, pages = {180--191}, month = {January}, year = {2009} } @article{Nariman10, author = {N. Nariman-Zadeh and M. Salehpour and A. Jamali and E. Haghgoo}, title = {{Pareto optimization of a five-degree of freedom vehicle vibration model using a multi-objective uniform-diversity genetic algorithm (MUGA)}}, journal = {Engineering Applications Of Artificial Intelligence}, volume = {23}, number = {4}, pages = {543--551}, month = {June}, year = {2010} } @article{Naso06, author = {D. Naso and B. Turchiano and C. Meloni}, title = {Single and multi-objective evolutionary algorithms for the coordination of serial manufacturing operations}, journal = {Journal of Intelligent Manufacturing}, volume = {17}, number = {2}, pages = {251--270}, month = {April}, year = {2006} } @ARTICLE{Nassif05, author = {N. Nassif and S. Kajl and R. 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Chan}, title = {Extracting a {S}et of {R}obust {P}areto-{O}ptimal {P}arameters for {H}ydrological {M}odels using {NSGA-II} and {SCEM}}, booktitle = {2006 IEEE Congress on Evolutionary Computation (CEC'2006)}, pages = {6792--6799}, publisher = {IEEE}, address = {Vancouver, BC, Canada}, month = {July}, year = {2006} } @article{Nazar09, author = {Mehrdad Setayesh Nazar and Mahmood R. Haghifam}, title = {{Multiobjective electric distribution system expansion planning using hybrid energy hub concept}}, journal = {Electric Power Systems Research}, volume = {79}, number = {6}, pages = {899--911}, month = {June}, year = {2009} } @article{Ndao09, author = {Sidy Ndao and Yoav Peles and Michael K. Jensen}, title = {{Multi-objective thermal design optimization and comparative analysis of electronics cooling technologies}}, journal = {International Journal of Heat and Mass Transfer}, volume = {52}, number = {19-20}, pages = {4317--4326}, month = {September}, year = {2009} } @article{Nearchou08, author = {A. C. Nearchou}, title = {{Mufti-objective balancing of assembly lines by population heuristics}}, journal = {International Journal of Production Research}, volume = {46}, number = {8}, pages = {2275--2297}, month = {April 15}, year = {2008} } @ARTICLE{Nearchou10, author = {Andreas C. Nearchou}, title = {{Scheduling with controllable processing times and compression costs using population-based heuristics}}, journal = {International Journal of Production Research}, volume = {48}, number = {23}, pages = {7043--7062}, year = {2010} } @ARTICLE{Nearchou11, author = {Andreas C. 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Alba}, title = {{SMPSO: A New PSO-based Metaheuristic for Multi-objective Optimization}}, booktitle = {2009 IEEE Symposium on Computational Intelligence in Multi-Criteria Decision-Making (MCDM'2009)}, address = {Nashville, TN, USA}, publisher = {IEEE Press}, pages = {66--73}, month = {March 30 - April 2}, year = {2009}, note = {ISBN 978-1-4244-2764-2} } @incollection{Nebro09b, author = {Antonio J. Nebro and Juan J. Durillo}, title = {{On the Effect of Applying a Steady-State Selection Scheme in the Multi-Objective Genetic Algorithm NSGA-II}}, booktitle = {Nature-Inspired Algorithms for Optimisation}, editor = {Raymond Chiong}, pages = {435--456}, publisher = {Springer}, address = {Berlin}, year = {2009}, note = {ISBN 978-3-642-00266-3} } @incollection{Nebro09c, author = {A.J. Nebro and J.J. Durillo and F. Luna and E. 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Suen}, title = {Feature selection for ensembles: a hierarchical multi-objective genetic algorithm approach}, booktitle = {Proceedings of the Seventh International Conference on Document Analysis and Recognition, 2003}, pages = {676--680}, publisher = {IEEE Press}, year = {2003} } @inproceedings{Oliveira05, author = {Luiz S. Oliveira and Marisa Morita and Robert Sabourin and Fl\'{a}vio Bortolozzi}, title = {Multi-objective {G}enetic {A}lgorithms to {C}reate {E}nsemble of {C}lassifiers}, booktitle = {Evolutionary Multi-Criterion Optimization. Third International Conference, EMO 2005}, editor = {Carlos A. {Coello Coello} and Arturo {Hern\'{a}ndez Aguirre} and Eckart Zitzler}, publisher = {Springer. Lecture Notes in Computer Science Vol. 3410}, pages = {592--606}, address = {Guanajuato, M\'{e}xico}, month = {March}, year = {2005} } @incollection{Oliveira06, author = {Luiz S. 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Oliveira and Marisa Morita and Robert Sabourin}, title = {{Feature Selection for Ensembles Applied to Handwriting Recognition}}, journal = {International Journal on Document Analysis and Recognition}, volume = {8}, number = {4}, pages = {262--279}, month = {September}, year = {2006} } @inproceedings{Oliveira09, author = {Gina M. B. Oliveira and St\'{e}fano S. B. V. Vita}, title = {{A Multi-Objective Evolutionary Algorithm with $\epsilon$-Dominance to Calculate Multicast Routes with QoS Requirements}}, booktitle = {2009 IEEE Congress on Evolutionary Computation (CEC'2009)}, address = {Trondheim, Norway}, publisher = {IEEE Press}, pages = {182--189}, month = {May}, year = {2009} } @INPROCEEDINGS{Oliveira09a, author = {Diego F. de Oliveira and Anne M. P. Canuto and Marcilio C. P. de Souto}, title = {{The Diversity/Accuracy Dilemma: An Empirical Analysis in the Context of Heterogeneous Ensembles}}, booktitle = {2009 IEEE Congress on Evolutionary Computation (CEC'2009)}, pages = {939--946}, publisher = {IEEE Press}, address = {Trondheim, Norway}, month = {May}, year = {2009} } @INCOLLECTION{Oliveira10, author = {Eunice Oliveira and Carlos Henggeler Antunes}, title = {{An Evolutionary Algorithm Guided by Preferences Elicited According to the ELECTRE TRI Method Principles}}, booktitle = {Evolutionary Computation in Combinatorial Optimization. 10th European Conference, EvoCOP 2010}, publisher = {Springer. Lecture Notes in Computer Science, Vol. 6022}, editor = {Peter Cowling and Peter Merz}, pages = {214--225}, address = {Istanbul, Turkey}, month = {April}, year = {2010} } @article{Oliveira11, author = {Diogo B. Oliveira and Elson J. Silva and Jesus J. S. Santos and Oriane M. Neto}, title = {{Design of a Microwave Applicator for Water Sterilization Using Multiobjective Optimization and Phase Control Scheme}}, journal = {IEEE Transactions on Magnetics}, volume = {47}, number = {5}, pages = {1242--1245}, month = {May}, year = {2011} } @inproceedings{Oliveira11a, author = {Miguel Oliveira and Lino Costa and Ana Rocha and Cristina Santos and Manuel Ferreira}, title = {{Multiobjective Optimization of a Quadruped Robot Locomotion Using a Genetic Algorithm}}, booktitle = {Soft Computing in Industrial Applications}, editor = {Ant\'{o}nio Gaspar-Cunha and Ricardo Takahashi and Gerald Schaefer and Lino Costa}, pages = {427--436}, publisher = {Springer}, series = {Advances in Intelligent and Soft Computing Series}, volume = {96}, address = {Berlin}, year = {2011}, note = {ISBN 978-3-642-20504-0} } @ARTICLE{Oliveira11b, author = {Luiz S. Oliveira and Alessandro L. Koerich and Marcelo Mansano and Alceu S. 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Kara\'{s}}, booktitle = {Proceedings of the Third World Congress of Structural and Multidisciplinary Optimization (WCSMO)}, key = {Osyczka et al., 1999}, title = {Optimum {D}esign of {R}obot {G}rippers using {G}enetic {A}lgorithms}, address = {Buffalo, New York}, month = {May}, year = {1999} } @inproceedings{Osyczka00, AUTHOR = {Andrzej Osyczka and Stanislaw Krenich}, ADDRESS = {Piscataway, New Jersey}, BOOKTITLE = {2000 Congress on Evolutionary Computation}, KEY = {Osyczka \& Stanislaw, 2000}, MONTH = {July}, TITLE = {A {N}ew {C}onstraint {T}ournament {S}election {M}ethod for {M}ulticriteria {O}ptimization using {G}enetic {A}lgorithm}, PUBLISHER = {IEEE Service Center}, PAGES = {501--507}, VOLUME = {1}, YEAR = {2000} } @incollection{Osyczka01, author = {Andrzej Osyczka and Stanislaw Krenich}, key = {Osyczka \& Krenich, 2001}, booktitle = {First International Conference on Evolutionary Multi-Criterion Optimization}, title = {Evolutionary {A}lgorithms for {M}ulticriteria {O}ptimization with {S}electing a {R}epresentative {S}ubset of {P}areto {O}ptimal {S}olutions}, editor = {Eckart Zitzler and Kalyanmoy Deb and Lothar Thiele and Carlos A. 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Qian}, title = {{A novel multi-objective particle swarm optimization algorithm for no-wait flow shop scheduling}}, journal = {Proceedings of the institution of Mechanical Engineers Part B-Journal of Engineering Manufacture}, volume = {222}, number = {4}, pages = {519--539}, month = {April}, year = {2009} } @inproceedings{Pan09b, author = {Feng Pan and Guanghui Wang and Yang Liu}, title = {{A Multi-Objective-Based Non-Stationary UAV Assignment Model for Constraints Handling using PSO}}, booktitle = {2009 ACM SIGEVO Summit on Genetic and Evolutionary Computation (GEC'2009)}, publisher = {ACM Press}, pages = {459--466}, address = {Shanghai, China}, month = {June 12-14}, year = {2009}, note = {ISBN 978-1-60558-326-6} } @ARTICLE{Panahi11, author = {Nadi Panahi and Reza Tavakkoli-Moghaddam}, title = {{Solving a multi-objective open shop scheduling problem by a novel hybrid ant colony optimization}}, journal = {Expert Systems With Applications}, volume = {38}, number = {3}, pages = {2817--2822}, month = {March}, year = {2011} } @inproceedings{Panait04, author = {Liviu Panait and Sean Luke}, title = {Alternative {B}loat {C}ontrol {M}ethods}, booktitle = {Genetic and Evolutionary Computation--GECCO 2004. 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Part II}, editor = {Kalyanmoy Deb et al.}, pages = {630--641}, publisher = {Springer-Verlag, Lecture Notes in Computer Science Vol. 3103}, address = {Seattle, Washington, USA}, month = {June}, year = {2004} } @article{Panda09, author = {Sidhartha Panda}, title = {{Multi-objective evolutionary algorithm for SSSC-based controller design}}, journal = {Electric Power Systems Research}, volume = {79}, number = {6}, pages = {937--944}, month = {June}, year = {2009} } @article{Panda09a, author = {Sidhartha Panda}, title = {{Multi-Objective Non-Dominated Shorting Genetic Algorithm-II for Excitation and TCSC-Based Controller Design}}, journal = {Journal of ELECTRICAL ENGINEERING}, volume = {60}, number = {2}, pages = {86--93}, year = {2009} } @article{Panda10, author = {Sidhartha Panda}, title = {{Application of non-dominated sorting genetic algorithm-II technique for optimal FACTS-based controller design}}, journal = {Journal Of The Franklin Institute-Engineering And Applied Mathematics}, volume = {347}, number = {7}, pages = {1047--1064}, month = {September}, year = {2010} } @ARTICLE{Panda11, author = {Sidhartha Panda}, title = {{Multi-objective PID controller tuning for a FACTS-based damping stabilizer using Non-dominated Sorting Genetic Algorithm-II}}, journal = {International Journal of Electrical Power \& Energy Systems}, volume = {33}, number = {7}, pages = {1296--1308}, month = {September}, year = {2011} } @ARTICLE{Pandey04, author = {P. M. Pandey and K. Thrimurthulu and N. V. Reddy}, title = {{Optimal part deposition orientation in FDM by using a multicriteria genetic algorithm}}, journal = {International Journal of Production Research}, volume = {42}, number = {19}, pages = {4069--4089}, month = {October 1}, year = {2004} } @article{Panduro05, author = {M.A. Panduro and D.H. Covarrubias and C.A. Brizuela and F.R. Marante}, title = {A multi-objective approach in the linear antenna array design}, journal = {AEU-International Journal of Electronics and Communications}, volume = {59}, number = {4}, pages = {205--212}, year = {2005} } @article{Panduro06, author = {M.A. Panduro and C.A. Brizuela and D. Covarrubias and C. Lopez}, title = {A trade-off curve computation for linear antenna arrays using an evolutionary multi-objective approach}, journal = {Soft Computing}, volume = {10}, number = {2}, pages = {125--131}, month = {January}, year = {2006} } @article{Panduro08, author = {Marco A. Panduro and Carlos A. Brizuela and David H. Covarrubias}, title = {Design of electronically steerable linear arrays with evolutionary algorithms}, journal = {Applied Soft Computing}, volume = {8}, pages = {46--54}, month = {January}, year = {2008} } @article{Panduro08a, author = {Marco A. Panduro and Carlos A. Brizuela}, title = {Evolutionary multi-objective design of non-uniform circular phased arrays}, journal = {COMPEL--The International Journal for Computation and Mathematics in Electrical and Electronic Engineering}, volume = {27}, number = {2}, pages = {551--566}, year = {2008} } @inproceedings{Pangilinan08, author = {Jos\'{e} Maria A. Pangilinan and Gerrit K. Janssens and An Caris}, title = {{Sensitivity Analysis of a Genetic Algorithm for a Competitive Facility Location Problem}}, editor = {Khaled Elleithy}, booktitle = {Innovations and Advanced Techniques in Systems, Computing Sciences and Software Engineering}, publisher = {Springer}, pages = {266--271}, year = {2008} } @article{Panigrahi08, author = {C. K. Panigrahi and R. Chakrabarti and P. K. Chattopadhyay}, title = {{Economic Environmental Dispatch by a Mode Technique}}, journal = {Journal of Circuits, Systems, and Computers}, volume = {17}, number = {3}, pages = {499--512}, month = {June}, year = {2008} } @ARTICLE{Panigrahi10, author = {B. K. Panigrahi and V. Ravikumar Pandi and Sanjoy Das and Swagatam Das}, title = {{Multiobjective fuzzy dominance based bacterial foraging algorithm to solve economic emission dispatch problem}}, journal = {Energy}, volume = {35}, number = {12}, pages = {4761--4770}, month = {December}, year = {2010} } @article{Paoli09, author = {Andrea Paoli and Farid Melgani and Edoardo Pasolli}, title = {{Clustering of Hyperspectral Images Based on Multiobjective Particle Swarm Optimization}}, journal = {IEEE Transactions On Geoscience And Remote Sensing}, volume = {47}, number = {12}, pages = {4175--4188}, month = {December}, year = {2009} } @article{Papa03, author = {Gregor Papa}, title = {An evolutionary approach to chip design: {A}n empirical evaluation}, journal = {Informacije Midem--Journal of Microelectronics electronic components and materials}, volume = {33}, number = {3}, pages = {142--148}, month = {September}, year = {2003} } @article{Papa08, author = {Gregor Papa and Tomasz Garbolino}, title = {A new approach to optimization of test pattern generator structure}, journal = {Informacije Midem--Journal of Microelectronics electronic components and materials}, volume = {38}, number = {1}, pages = {26--30}, month = {March}, year = {2008} } @incollection{Papa08a, author = {Gregor Papa and Tomasz Garbolino and Franc Novak}, title = {{Deterministic Test Pattern Generator Design}}, booktitle = {Applications of Evolutionary Computing. EvoWorkshops 2008: EvoCOMNET, EvoFIN, EvoHOT, EvoIASP, EvoMUSART, EvoNUM, EvoSTOC, and EvoTransLog}, editor = {Mario Giacobini et al.}, pages = {204--213}, publisher = {Springer. Lecture Notes in Computer Science Vol. 4974}, address = {Naples, Italy}, month = {March}, year = {2008} } @article{Papadopoulos09, author = {Vissarion Papadopoulos and Nikos D. Lagaros}, title = {{Vulnerability-based robust optimization of imperfect shell structures}}, journal = {Structural Safety}, volume = {31}, number = {6}, pages = {475--482}, year = {2009} } @article{Papadrakakis02, author = {Manolis Papadrakakis and Nikos D. Lagaros and Vagelis Plevris}, title = {Multi-objective optimization of skeletal structures under static and seismic loading}, journal = {Engineering Optimization}, volume = {34}, number = {6}, pages = {645--669}, month = {December}, year = {2002} } @INPROCEEDINGS{Papagianni08, author = {C. Papagianni and K. Papadopoulos and C. Pappas and N. D. Tselikas and D. T. Kaklamani and I. S. Venieris}, title = {{Communication Network Design Using Particle Swarm Optimization}}, booktitle = {International Multiconference on Computer Science and Information Technology (IMCSIT'2008)}, pages = {915--920}, publisher = {IEEE Computer Society}, address = {Wisla, Poland}, month = {October}, year = {2008} } @ARTICLE{Papanikolaou10, author = {Apostolos Papanikolaou and George Zaraphonitis and Evangelos Boulougouris and Uwe Langbecker and Sven Matho and Pierre Sames}, title = {{Multi-objective optimization of oil tanker design}}, journal = {Journal of Marine Science and Technology}, volume = {15}, number = {4}, pages = {359--373}, month = {December}, year = {2010} } @article{Papila06, author = {Melih Papila and Raphael T. Haftka and Toshikazu Nishida and Mark Sheplak}, title = {Piezoresistive {M}icrophone {D}esign {P}areto {O}ptimization: {T}radeoff {B}etween {S}ensitivity and {N}oise {F}loor}, journal = {Journal of Microelectromechanical Systems}, volume = {15}, number = {6}, pages = {1632--1643}, month = {December}, year = {2006} } @inproceedings{Pappa02, author = {Gisele L. Pappa and Alex A. Freitas and Celso A.A. Kaestner}, title = {Attribute {S}election with a {M}ultiobjective {G}enetic {A}lgorithm}, booktitle = {Proceedings of the 16th Brazilian Symposium on Artificial Intelligence (SBIA-2002)}, editor = {G. Bittencourt and G.L. Ramalho}, publisher = {Springer-Verlag. Lecture Notes in Artificial Intelligence Vol. 2507}, pages = {280--290}, year = {2002} } @inproceedings{Pappa02a, author = {Gisele L. Pappa and Alex A. Freitas and Celso A.A. Kaestner}, title = {A {M}ultiobjective {G}enetic {A}lgorithm for {A}ttribute {S}election}, booktitle = {Proceedings of the 4th International Conference on Recent Advances in Soft Computing (RASC-2002)}, address = {Nottingham, UK}, publisher = {Nottingham Trent University}, pages = {116--121}, month = {December}, year = {2002} } @mastersthesis{Pappa02b, author = {Gisele Lobo Pappa}, title = {Sele\c{c}\~{a}o de {A}tributos {U}tilizando {A}lgoritmos {G}en\'{e}ticos {M}ultiobjetivos}, school = {Pontif\'{\i}cia Universidade Cat\'{o}lica do Paran\'{a}}, address = {Curitiba, Brazil}, year = {2002}, note = {(In Portuguese)} } @incollection{Pappa04, author = {Gisele L. Pappa and Alex A. Freitas and Celso A.A. Kaestner}, title = {Multi-{O}bjective {A}lgorithms for {A}ttribute {S}election in {D}ata {M}ining}, booktitle = {Applications of Multi-Objective Evolutionary Algorithms}, editor = {Carlos A. {Coello Coello} and Gary B. Lamont}, pages = {603--626}, publisher = {World Scientific}, address = {Singapore}, year = {2004} } @article{Pappa09, author = {Gisele L. Pappa and Alex A. Freitas}, title = {{Evolving rule induction algorithms with multi-objective grammar-based genetic programming}}, journal = {Knowledge and Information Systems}, volume = {19}, number = {3}, pages = {283--309}, month = {June}, year = {2009} } @phdthesis{Patel09, author = {Chirag B. Patel}, title = {{A Multi-Objective Stochastic Approach to Combinatorial Technology Space Exploration}}, school = {School of Aerospace Engineering, Georgia Institute of Technology}, address = {USA}, month = {August}, year = {2009} } @inproceedings{Patel11, author = {Rahila Patel and M. M. Raghuwanshi and L. G. Malik}, title = {{An Approach Based on Grid-Value for Selection of Parents in Multi-objective Genetic Algorithm}}, booktitle = {Swarm, Evolutionary, and Memetic Computing, Second International Conference, SEMCCO 2011}, editor = {Bijaya Ketan Panigrahi and Ponnuthurai Nagaratnam Suganthan and Swagatam Das and Suresh Chandra Satapathy}, pages = {265--273}, publisher = {Springer. Lecture Notes in Computer Science Vol. 7076}, address = {Visakhapatnam, Andhra Pradesh, India}, month = {December 19-21}, year = {2011} } @INPROCEEDINGS{Patelli10, author = {Alina Patelli and Lavinia Ferariu}, title = {{Elitist multiobjective nonlinear systems identification with insular evolution and diversity preservation}}, booktitle = {2010 IEEE Congress on Evolutionary Computation (CEC'2010)}, year = {2010}, pages = {2076--2081}, address = {Barcelona, Spain}, month = {July 18--23}, publisher = {IEEE Press} } @article{Patelli10a, author = {Alina Patelli and Lavinia Ferariu}, title = {{Elite Based Multiobjective Genetic Programming in Nonlinear Systems Identification}}, journal = {Advances in Electrical and Computer Engineering}, volume = {10}, number = {1}, pages = {94--99}, year = {2010} } @incollection{Paquete01, author = {Lu\'{\i}s F. Paquete and Carlos M. Fonseca}, title = {A {S}tudy of {E}xamination {T}imetabling with {M}ultiobjective {E}volutionary {A}lgorithms}, booktitle = {Proceedings of the 4th Metaheuristics International Conference (MIC'2001)}, address = {Porto, Portugal}, editor = {Jorge Pinho de Sousa}, pages = {149--153}, publisher = {Program Operational Ciencia, Tecnologia, Inova\c{c}ao do Quadro Comunit\'{a}rio de Apoio III de Funda\c{c}ao para a Ciencia e Tecnologia}, month = {July 16--20}, year = {2001} } @inproceedings{Paquete03, author = {Luis Paquete and Thomas St\"{u}tzle}, title = {A {T}wo-{P}hase {L}ocal {S}earch for the {B}iobjective {T}raveling {S}alesman {P}roblem}, booktitle = {Evolutionary Multi-Criterion Optimization. Second International Conference, EMO 2003}, editor = {Carlos M. Fonseca and Peter J. Fleming and Eckart Zitzler and Kalyanmoy Deb and Lothar Thiele}, publisher = {Springer. Lecture Notes in Computer Science. Volume 2632}, pages = {479--493}, address = {Faro, Portugal}, month = {April}, year = {2003} } @inproceedings{Paquete04, author = {Luis Paquete and Marco Chiarandini and Thomas St\"{u}tzle}, title = {Pareto {L}ocal {O}ptimum {S}ets in the {B}iobjective {T}raveling {S}alesman {P}roblem: {A}n {E}xperimental {S}tudy}, booktitle = {Metaheuristics for Multiobjective Optimisation}, editor = {Xavier Gandibleux and Marc Sevaux and Kenneth S\"{o}rensen and Vincent T'kindt}, pages = {177--199}, publisher = {Springer. Lecture Notes in Economics and Mathematical Systems Vol. 535}, address = {Berlin}, year = {2004} } @article{Paquete06, author = {Luis Paquete and Thomas St\"{u}tzle}, title = {A study of stochastic local search algorithms for the biobjective {QAP} with correlated flow matrices}, journal = {European Journal of Operational Research}, volume = {169}, pages = {943--959}, year = {2006} } @incollection{Paquete07, author = {Lu\'{\i}s Paquete and Thomas St\"{u}tzle and Manuel L\'{o}pez-Ib\'{a}ñez}, title = {{Using Experimental Design to Analyze Stochastic Local Search Algorithms for Multiobjective Problems}}, booktitle = {Metaheuristics. Progress in Complex Systems Optimization}, editor = {Springer US}, pages = {325--344}, publisher = {Springer, Operations Research/Computer Science Interfaces Series, Vol. 39}, year = {2007}, note = {ISBN 978-0-387-71919-1} } @article{Paquete07a, author = {Lu\'{\i}s Paquete and Tommaso Schiavinotto and Thomas St\"{u}tzle}, title = {{On local optima in multiobjective combinatorial optimization problems}}, journal = {Annals of Operations Research}, volume = {156}, number = {1}, pages = {83-97}, month = {December}, year = {2007} } @incollection{Paquete07b, author = {Lu\'{\i}s Paquete and Thomas St\"{u}tzle}, title = {{Stochastic Local Search Algorithms for Multiobjective Combinatorial Optimization: A Review}}, booktitle = {Handbook of Approximation Algorithms and Metaheuristics}, editor = {Teofilo F. Gonzalez}, pages = {29-1--29-15}, chapter = {29}, publisher = {Chapman \& Hall/CRC}, year = {2007}, note = {ISBN 978-1-58488-550-4} } @incollection{Paquete09, author = {Lu\'{\i}s Paquete and Thomas St\"{u}tzle}, title = {{Clusters of Non-dominated Solutions in Multiobjective Combinatorial Optimization: An Experimental Analysis}}, booktitle = {Multiobjective Programming and Goal Programming. Theoretical Results and Practical Applications}, editor = {Vincent Barichard and Matthias Ehrgott and Xavier Gandibleux and Vincent T'Kindt}, pages = {69--77}, publisher = {Springer, Lecture Notes in Economics and Mathematical Systems, Vol. 618}, year = {2009}, note = {ISBN 978-3-540-85645-0} } @article{Paquete09a, author = {Lu\'{\i}s Paquete and Thomas St\"{u}tzle}, title = {{Design and analysis of stochastic local search for the multiobjective traveling salesman problem}}, journal = {Computers \& Operations Research}, volume = {36}, number = {9}, pages = {2619--2631}, month = {September}, year = {2009} } @incollection{Paquete10, author = {Lu\'{\i}s Paquete and Thomas St\"{u}tzle}, title = {{On the Performance of Local Search for the Biobjective Traveling Salesman Problem}}, booktitle = {Advances in Multi-Objective Nature Inspired Computing}, editor = {Carlos A. {Coello Coello} and Clarisse Dhaenens and Laetitia Jourdan}, pages = {143--165}, chapter = {7}, publisher = {Springer, Studies in Computational Intelligence, Vol. 272}, address = {Berlin, Germany}, year = {2010}, note = {ISBN 978-3-642-11217-1} } @phdthesis{Park97, author = {Seong-Jin Park}, title = {A {D}ata {A}llocation {M}ethodology {U}sing the {M}ultiple {A}spects {P}etri {N}et and the {P}areto {G}enetic {A}lgorithm in {D}istributed {D}atabases}, school = {Korea University}, year = {1997} } @article{Park99, author = {Kwang-Wook Park and Donald E. Grierson}, journal = {Computer-Aided Civil and Infrastructure Engineering}, key = {Park \& Grierson, 1999}, volume = {14}, pages = {163--170}, number = {3}, month = {May}, publisher = {Blackwell Publishers}, title = {Pareto-{O}ptimal {C}onceptual {D}esign of the {S}tructural {L}ayout of {B}uildings {U}sing a {M}ulticriteria {G}enetic {A}lgorithm}, year = {1999} } @inproceedings{Park99a, author = {Sangbong Park and Dongkyung Nam and Cheol Hoon Park}, title = {Design of a Neural Controller Using Multiobjective Optimization for Nonminimum Phase Systems}, booktitle = {1999 IEEE International Fuzzy Systems Conference Proceedings}, volume = {1}, pages = {533--537}, publisher = {IEEE}, year = {1999} } @article{Park09, author = {H. Park and N-S Kwak and J. Lee}, title = {{A method of multiobjective optimization using a genetic algorithm and an artificial immune system}}, journal = {Proceedings of the Institution of Mechanical Engineers Part C-Journal of Mechanical Engineering Science}, volume = {223}, number = {5}, pages = {1243--1252}, month = {May}, year = {2009} } @article{Park09a, author = {Tong Kyu Park and Han Gyu Joo and Chang Hyo Kim and Hyun Chul Lee}, title = {{Multiobjective Loading Pattern Optimization by Simulated Annealing Employing Discontinuous Penalty Function and Screening Technique}}, journal = {Nuclear Science and Engineering}, volume = {162}, number = {2}, pages = {134--147}, month = {June}, year = {2009} } @INPROCEEDINGS{Park09b, author = {So-Youn Park and Ju-Jang Lee}, title = {{Improvement of a Multi-Objective Differential Evolution using Clustering Algorithm}}, booktitle = {IEEE International Symposium on Industrial Electronics 2009 (ISIE'2009)}, pages = {1213--1217}, publisher = {IEEE Computer Society}, address = {Seoul, South Korea}, month = {July}, year = {2009} } @article{Park09c, author = {Chung Hae Park and Abdelghani Saouab and Joel Breard and Woo Suck Han and Alain Vautrin and Woo Il Lee}, title = {{An integrated optimisation for the weight, the structural performance and the cost of composite structures}}, journal = {Composites Science and Technology}, volume = {69}, number = {7-8}, pages = {1101--1107}, month = {June}, year = {2009} } @article{Park09d, author = {Yong Kuk Park and Jung-Min Yang}, title = {{Optimization of mixed casting processes considering discrete ingot sizes}}, journal = {Journal of Mechanical Science and Technology}, volume = {23}, number = {7}, pages = {1899--1910}, month = {July}, year = {2009} } @inproceedings{Park09e, author = {So-Youn Park and Ju-Jang Lee}, title = {{Improvement of A Multi-Objective Differential Evolution using Clustering Algorithm}}, booktitle = {IEEE International Symposium on Industrial Electronics (ISIE 2009)}, pages = {1213--1217}, publisher = {IEEE Press}, address = {Seoul, Korea}, month = {Julty 5-8}, year = {2009} } @INPROCEEDINGS{Park10, author = {In-Won Park and Bum-Joo Lee and Ye-Hoon Kim and Ji-Hyeong Han and Jong-Hwan Kim}, title = {{Multi-objective quantum-inspired evolutionary algorithm-based optimal control of two-link inverted pendulum}}, booktitle = {2010 IEEE Congress on Evolutionary Computation (CEC'2010)}, year = {2010}, pages = {3382--3388}, address = {Barcelona, Spain}, month = {July 18--23}, publisher = {IEEE Press} } @INPROCEEDINGS{Park10a, author = {Hyungmin Park and Ji-Hyeong Han and Jong-Hwan Kim}, title = {{Swarm intelligence-based sensor network deployment strategy}}, booktitle = {2010 IEEE Congress on Evolutionary Computation (CEC'2010)}, pages = {4210--4215}, publisher = {IEEE Press}, address = {Barcelona, Spain}, month = {July 18--23}, year = {2010} } @inproceedings{Park11, author = {Taejin Park and Kwang Ryel Ryu}, title = {{Accumulative Sampling for Noisy Evolutionary Multi-Objective Optimization}}, booktitle = {2011 Genetic and Evolutionary Computation Conference (GECCO'2011)}, pages = {793--800}, publisher = {ACM Press}, address = {Dublin, Ireland}, month = {July 12-16}, year = {2011} } @inproceedings{Parks95, author = {Geoffrey T. Parks}, booktitle = {Proceedings of the International Conference on Mathematics and Computations, Reactor Physics, and Environmental Analyses}, key = {Parks, 1995}, pages = {615--624}, title = {Multiobjective {PWR} {R}eload {C}ore {O}ptimization {U}sing {G}enetic {A}lgorithms}, year = {1995} } @article{Parks96, author = {Geoffrey T. Parks}, journal = {Nuclear Science and Engineering}, key = {Parks, 1996}, pages = {178--187}, title = {Multiobjective {P}ressurized {W}ater {R}eactor {R}eload {C}ore {D}esign by {N}ondominated {G}enetic {A}lgorithm {S}earch}, volume = {124}, number = {1}, year = {1996} } @inproceedings{Parks97, author = {Geoffrey T. Parks}, booktitle = {Artificial Neural Nets and Genetic Algorithms}, key = {Parks, 1997}, editor = {George D. Smith and Nigel C. Steele and Rudolf F. Albrecht}, pages = {53--57}, title = {Multiobjective {P}ressurised {W}ater {R}eactor {R}eload {C}ore {D}esign using a {G}enetic {A}lgorithm}, address = {Norwich, UK}, publisher = {Springer-Verlag}, year = {1997} } @inproceedings{Parks98, author = {Geoffrey T. Parks and I. Miller}, address = {Amsterdam, Holland}, booktitle = {Parallel Problem Solving From Nature --- PPSN V}, key = {Parks \& Miller, 1998}, pages = {250--259}, title = {Selective {B}reeding in a {M}ultiobjective {G}enetic {A}lgorithm}, publisher = {Springer-Verlag}, editor = {A. E. Eiben and M. Schoenauer and H.-P. Schwefel}, year = {1998} } @inproceedings{Parks99, author = {G.T. Parks and A. Suppapitnarm}, title = {Multiobjective optimization of {PWR} reload core designs using simulated annealing}, booktitle = {Mathematics \& Computation, Reactor Physics and Environmental Analysis in Nuclear Applications}, address = {Madrid, Spain}, volume = {2}, pages = {1435--1444}, year = {1999} } @article{Parks01, author = {G.T. Parks and J. Li and M.-E. Balazs and I. Miller}, title = {An empirical investigation of elitism in multiobjective genetic algorithms}, journal = {Foundations of Computing and Decision Sciences}, volume = {26}, number = {1}, pages = {51--74}, year = {2001} } @inproceedings{Parmee94, author = {I. C. Parmee and G. Purchase}, address = {Plymouth, UK}, booktitle = {Adaptive Computing in Engineering Design and Control-'94}, editor = {I. C. Parmee}, key = {Parmee \& Purchase, 1994}, organization = {University of Plymouth}, pages = {97--102}, publisher = {University of Plymouth}, title = {The development of a directed genetic search technique for heavily constrained design spaces}, year = {1994} } @inproceedings{Parmee99, author = {Ian C. Parmee and Andrew H. Watson}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'99)}, key = {Parmee \& Watson, 1999}, month = {July}, pages = {1657--1665}, volume = {2}, editor = {W. Banzhaf and J. Daida and A. E. Eiben and M. H. Garzon and V. Honavar and M. Jakiela and R. E. Smith}, publisher = {Morgan Kaufmann}, address = {San Francisco, California}, title = {Preliminary {A}irframe {D}esign {U}sing {C}o-{E}volutionary {M}ultiobjective {G}enetic {A}lgorithms}, year = {1999} } @article{Parmee00, author = {Ian C. Parmee and Dragan Cvetkovi\'{c} and Andrew H. Watson and Christopher R. Bonham}, title = {Multiobjective {S}atisfaction within an {I}nteractive {E}volutionary {D}esign {E}nvironment}, journal = {Evolutionary Computation}, publisher = {MIT Press}, volume = {8}, number = {2}, pages = {197--222}, month = {Summer}, year = {2000} } @incollection{Parmee01, author = {I.C. Parmee}, key = {Parmee, 2001}, booktitle = {First International Conference on Evolutionary Multi-Criterion Optimization}, title = {Poor-{D}efinition, {U}ncertainty, and {H}uman {F}actors---{S}atisfying {M}ultiple {O}bjectives in {R}eal-{W}orld {D}ecision-{M}aking {E}nvironments}, editor = {Eckart Zitzler and Kalyanmoy Deb and Lothar Thiele and Carlos A. Coello Coello and David Corne}, publisher = {Springer-Verlag. Lecture Notes in Computer Science No. 1993}, pages = {67--81}, year = {2001} } @book{Parmee01a, author = {Ian C. Parmee}, title = {Evolutionary and Adaptive Computing in Engineering Design}, publisher = {Springer}, address = {London}, year = {2001}, note = {ISBN 1-85233-029-5} } @article{Parmee01b, author = {Ian Parmee and Dragan Cvetkovic and Christopher Bonham and Ian Packham}, title = {{Introducing prototype interactive evolutionary systems for ill-defined, multi-objective design environments}}, journal = {Advances in Engineering Software}, volume = {32}, number = {6}, pages = {429--441}, month = {June}, year = {2001} } @inproceedings{Parmee04, author = {I.C. Parmee and J.A.R. Abraham}, title = {Supporting {I}mplicit {L}earning via the {V}isualisation of {COGA} {M}ulti-objective {D}ata}, booktitle = {2004 Congress on Evolutionary Computation (CEC'2004)}, publisher = {IEEE Service Center}, volume = {1}, pages = {395--402}, address = {Portland, Oregon, USA}, month = {June}, year = {2004} } @incollection{Parmee05, author = {Ian C. Parmee and Johnson A. Abraham}, title = {Interactive {E}volutionary {D}esign}, booktitle = {Knowledge Incorporation in Evolutionary Computation}, editor = {Yaochu Jin}, pages = {435--458}, publisher = {Springer}, address = {Berlin Heidelberg}, year = {2005}, note = {ISBN 3-540-22902-7} } @inproceedings{Parmee05a, author = {I.C. Parmee and J. Abraham and M. Shackelford and O.F. Rana and A. Shaikhali}, title = {Towards {A}utonomous {E}volutionary {D}esign {S}ystems via {G}rid-{B}ased {T}echnologies}, booktitle = {Proceedings of ASCE 2005 International Conference on Computing in Civil Engineering}, address = {Cancun, Mexico}, month = {July}, year = {2005} } @incollection{Parmee06, author = {I. C. Parmee and J. R. Abraham and A. Machwe}, title = {Human-{C}entric {E}volutionary {S}ystems in {D}esign and {D}ecision-{M}aking}, booktitle = {Handbook of Research on Nature Inspired Computing for Economy and Management}, editor = {Jean-Philippe Rennard}, pages = {395--411}, volume = {2}, publisher = {Idea Group Reference}, address = {Hershey, UK}, year = {2006}, note = {ISBN 1-59140-984-5} } @incollection{Parmee08, author = {Ian C. Parmee and Johnson A. R. Abraham and Azahar Machwe}, title = {User-{C}entric {E}volutionary {C}omputing: {M}elding {H}uman and {M}achine {C}apability to {S}atisfy {M}ultiple {C}riteria}, booktitle = {Multi-Objective Problem Solving from Nature: From Concepts to Applications}, editor = {Joshua Knowles and David Corne and Kalyanmoy Deb}, pages = {263--283}, publisher = {Springer}, year = {2008}, address = {Berlin}, note = {ISBN 978-3-540-72963-1} } @article{Parra08, author = {Carlos Parra-Lopez and Jeroen C. J. Groot and Carmen Carmona-Torres and Walter A. H. Rossing}, title = {{Integrating public demands into model-based dedign for multifunctional agriculture: An application to intensive Dutch dairy landscapes}}, journal = {Ecological Economics}, volume = {67}, number = {4}, pages = {538--551}, month = {November 1}, year = {2008} } @article{Parragh09, author = {Sophie N. Parragh and Karl F. Doerner and Richard F. Hartl and Xavier Gandibleux}, title = {{A Heuristic Two-Phase Solution Approach for the Multi-Objective Dial-A-Ride Problem}}, journal = {Networks}, volume = {54}, number = {4}, pages = {227--242}, month = {December}, year = {2009} } @incollection{Parreiras05, author = {Roberta O. Parreiras and Jo\~{a}o A. Vasconcelos}, title = {Decision {M}aking in {M}ultiobjective {O}ptimization {P}roblems}, booktitle = {Real-World Multi-Objective System Engineering}, editor = {Nadia Nedjah and Luiza de Macedo Mourelle}, pages = {29--52}, publisher = {Nova Science Publishers}, address = {New York}, year = {2005} } @ARTICLE{Parreiras06, author = {R.O. Parreiras and J.H.R.D. Maciel and J.A. Vasconcelos}, title = {{The A Posteriori decision in multiobjective optimization problems with Smarts, Promethee II, and a fuzzy algorithm}}, journal = {IEEE Transactions on Magnetics}, volume = {42}, number = {4}, pages = {1139--1142}, month = {April}, year = {2006} } @article{Parreiras09, author = {R.O. Parreiras and J.A. Vasconcelos}, title = {{Decision making in multiobjective optimization aided by the multicriteria tournament decision method}}, journal = {Nonlinear Analysis-Theory Methods \& Applications}, volume = {71}, number = {12}, pages = {E191--E198}, month = {December}, year = {2009} } @inproceedings{Parrilla03, author = {M. Parrilla S\'{a}nchez and J. Aranda Almansa}, title = {A {R}eal {A}pplication {E}xample of a {C}ontrol {S}tructure {S}election by {M}eans of a {M}ultiobjective {G}enetic {A}lgorithm}, booktitle = {Artificial Neural Nets Problem Solving Methods, 7th International Work-Conference on Artificial and Natural Neural Networks, IWANN'2003. Proceedings, Part II}, editor = {Jos\'{e} Mira and Jos\'{e} R. \'{A}lvarez}, pages = {369--376}, publisher = {Springer. Lecture Notes in Computer Science, Vol. 2687}, address = {Ma\'{o}, Menorca, Spain}, month = {June}, year = {2003} } @phdthesis{Parrilla06, author = {Manuel {Parrilla S\'{a}nchez}}, title = {Desarrollo e implementaci\'{o}n de una metodolog\'{\i}a para el dise\~{n}o de sistemas de control mediante algoritmos evolutivos multiobjetivo}, school = {Departamento de Inform\'{a}tica y Autom\'{a}tica, Universidad Nacional de Educaci\'{o}n a Distancia}, address = {Madrid, Spain}, year = {2006}, note = {(in Spanish)} } @inproceedings{Parrott05, author = {Daniel Parrott and Xiaodong Li and Vic Ciesielski}, title = {Multi-objective {T}echniques in {G}enetic {P}rogramming for {E}volving {C}lassifiers}, booktitle = {2005 IEEE Congress on Evolutionary Computation (CEC'2005)}, pages = {1141--1148}, volume = {2}, publisher = {IEEE Service Center}, month = {September}, address = {Edinburgh, Scotland}, year= {2005} } @article{Parsons02, author = {R. Parsons and S.L. Canfield}, title = {Developing genetic programming techniques for the design of compliant mechanisms}, journal = {Structural and Multidisciplinary Optimization}, volume = {24}, number = {1}, pages = {78--86}, month = {August}, year = {2002} } @inproceedings{Parsopoulos02, author = {K.E. Parsopoulos and M.N. Vrahatis}, title = {Particle {S}warm {O}ptimization {M}ethod in {M}ultiobjective {P}roblems}, booktitle = {Proceedings of the 2002 ACM Symposium on Applied Computing (SAC'2002)}, publisher = {ACM Press}, pages = {603--607}, address = {Madrid, Spain}, year = {2002} } @inproceedings{Parsopoulos04, author = {K.E. Parsopoulos and D.K. Tasoulis and M.N. Vrahatis}, title = {Multiobjective {O}ptimization {U}sing {P}arallel {V}ector {E}valuated {P}article {S}warm {O}ptimization}, booktitle = {Proceedings of the IASTED International Conference on Artificial Intelligence and Applications (AIA 2004)}, volume = {2}, pages = {823--828}, publisher = {ACTA Press}, address = {Innsbruck, Austria}, month = {February}, year = {2004} } @inproceedings{Parsopoulos04a, author = {K.E. Parsopoulos and D.K. Taoulis and N.G. Pavlidis and V.P. Plagianakos and M.N. Vrahatis}, title = {Vector {E}valuated {D}ifferential {E}volution for {M}ultiobjective {O}ptimization}, booktitle = {2004 Congress on Evolutionary Computation (CEC'2004)}, publisher = {IEEE Service Center}, volume = {1}, pages = {204--211}, address = {Portland, Oregon, USA}, month = {June}, year = {2004} } @incollection{Parsopoulos08, author = {Konstantinos E. Parsopoulos and Michael N. Vrahatis}, title = {{Multi-Objective Particles Swarm Optimization Approaches}}, booktitle = {Multi-Objective Optimization in Computational Intelligence: Theory and Practice}, editor = {Lam Thu Bui and Sameer Alam}, pages = {20--42}, publisher = {Information Science Reference}, address = {Hershey, PA, USA}, year = {2008}, note = {ISBN 978-1-59904-498-9} } @inproceedings{Paschereit03, author = {Christian Oliver Paschereit and Bruno Schuermans and Dirk B\"{u}che}, title = {Combustion {P}rocess {O}ptimization using {E}volutionary {A}lgorithm}, booktitle = {Proceedings of the ASME Turbo Expo 2003}, address = {Atlanta, USA}, month = {June}, year = {2003} } @incollection{Pasia06, author = {Joseph M. Pasia and Richard F. Hartl and Karl F. Doerner}, title = {Solving a {B}i-objective {F}lowshop {S}cheduling {P}roblem by {P}areto-{A}nt {C}olony {O}ptimization}, booktitle = {Ant Colony Optimization and Swarm Intelligence. 5th International Workshop, ANTS 2006}, editor = {Marco Dorigo and Luca Maria Gambardella and Mauro Birattari and Alcherio Martinoli and Riccardo Poli and Thomas St\"{u}tzle}, pages = {294--305}, publisher = {Springer. Lecture Notes in Computer Science Vol. 4150}, address = {Brussels, Belgium}, month = {September}, year = {2006} } @inproceedings{Pasia07, author = {Joseph M. Pasia and Karl F. Doerner and Richard F. Hartl and Marc Reimann}, title = {A {P}opulation-{B}ased {L}ocal {S}earch for {S}olving a {B}i-objective {V}ehicle {R}outing {P}roblem}, booktitle = {Evolutionary Computation in Combinatorial Optimization, 7th European Conference, EvoCOP 2007}, editor = {Carlos Cotta and Jano {van Hemert}}, pages = {166--175}, publisher = {Springer. Lecture Notes in Computer Science Vol. 4446}, address = {Valencia, Spain}, month = {April}, year = {2007} } @inproceedings{Pasia07a, author = {Joseph M. Pasia and Xavier Gandibleux and Karl F. Doerner and Richard F. Hartl}, title = {Local {S}earch {G}uided by {P}ath {R}elinking and {H}euristic {B}ounds}, booktitle = {Evolutionary Multi-Criterion Optimization, 4th International Conference, EMO 2007}, editor = {Shigeru Obayashi and Kalyanmoy Deb and Carlo Poloni and Tomoyuki Hiroyasu and Tadahiko Murata}, pages = {501--515}, publisher = {Springer. Lecture Notes in Computer Science Vol. 4403}, address = {Matshushima, Japan}, month = {March}, year = {2007} } @incollection{Pasia10, author = {Joseph M. Pasia and Hern\'{a}n Aguirre and Kiyoshi Tanaka}, title = {{Path Relinking on Many-Objective NK-Landscapes}}, booktitle = {Parallel Problem Solving from Nature--PPSN XI, 11th International Conference, Proceedings, Part I}, publisher = {Springer, Lecture Notes in Computer Science Vol. 6238}, editor = {Robert Schaefer and Carlos Cotta and Joanna Ko{\l}odziej and G\"{u}nter Rudolph}, pages = {677--686}, address = {Krak\'{o}w, Poland}, month = {September}, year = {2010} } @inproceedings{Pasia11, author = {Joseph M. Pasia and Hern\'{a}n Aguirre and Kiyoshi Tanaka}, title = {{Improved Random One-Bit Climbers with Adaptive $\epsilon$-Ranking and Tabu Moves for Many-Objective Optimization}}, booktitle = {Evolutionary Multi-Criterion Optimization, 6th International Conference, EMO 2011}, editor = {Ricardo H.C. Takahashi and Kalyanmoy Deb and Elizabeth F. Wanner and Salvatore Grecco}, pages = {182--196}, publisher = {Springer. Lecture Notes in Computer Science Vol. 6576}, address = {Ouro Preto, Brazil}, month = {April}, year = {2011} } @article{Pasti10, author = {Rodrigo Pasti and Leandro Nunes de Castro and Guilherme Palermo Coelho and Fernando Jose Von Zuben}, title = {{Neural network ensembles: immune-inspired approaches to the diversity of components}}, journal = {Natural Computing}, volume = {9}, number = {3}, pages = {625--653}, month = {September}, year = {2010} } @article{Pastrone09, author = {Dario Pastrone and Matteo Rosa Sentinella}, title = {{Multi-Objective Optimization of Rocket-Based Combined-Cycle Engine Performance Using a Hybrid Evolutionary Algorithm}}, journal = {Journal of Propulsion and Power}, volume = {25}, number = {5}, pages = {1140--1145}, month = {September-October}, year = {2009} } @inproceedings{Pathak07, author = {Bhupendra Kumar Pathak and Sanjay Srivastava}, title = {{MOGA-Based Time-Cost Tradeoffs: Responsiveness for Project Uncertainties}}, booktitle = {2007 IEEE Congress on Evolutionary Computation (CEC'2007)}, pages = {3085--3092}, publisher = {IEEE Press}, address = {Singapore}, month = {September}, year = {2007} } @inproceedings{Pathak07a, author = {Bhupendra Kumar Pathak and Harish Kumar Singh and Sanjay Srivastava}, title = {{Multi-Resource-Constrained Discrete Time-Cost Tradeoff with MOGA Based Hybrid Method}}, booktitle = {2007 IEEE Congress on Evolutionary Computation (CEC'2007)}, pages = {4425--4432}, publisher = {IEEE Press}, address = {Singapore}, month = {September}, year = {2007} } @article{Pathak08, author = {Bhupendra Kurnar Pathak and Sanjay Srivastava and Karnal Srivastava}, title = {Neural network embedded multiobjective genetic algorithm to solve non-linear time-cost tradeoff problems of project scheduling}, journal = {Journal of Scientific \& Industrial Research}, volume = {67}, number = {2}, pages = {124--131}, month = {February}, year = {2008} } @inproceedings{Patnaik08, author = {Awhan Patnaik and L. Behera}, title = {{Evolutionary Multiobjective Optimization Based Control Strategies For An Inverted Pendulum On A Cart}}, booktitle = {2008 Congress on Evolutionary Computation (CEC'2008)}, pages = {3140--3146}, publisher = {IEEE Service Center}, address = {Hong Kong}, month = {June}, year = {2008} } @ARTICLE{Patrinos10, author = {Panagiotis Patrinos and Alex Alexandridis and Konstantinos Ninos and Haralambos Sarimveis}, title = {{Variable Selection in Nonlinear Modeling Based on RBF Networks and Evolutionary Computation}}, journal = {International Journal of Neural Systems}, volume = {20}, number = {5}, pages = {365--379}, month = {October}, year = {2010} } @article{Paul09, author = {Gavin Paul and Dikai Liu and Nathan Kirchner and Garnin Dissanayake}, title = {{An Effective Exploration Approach to Simultaneous Mapping and Surface Material-Type Identification of Complex Three-Dimensional Environments}}, journal = {Journal of Field Robotics}, volume = {26}, number = {11-12}, pages = {915--933}, month = {November-December}, year = {2009} } @article{Pauplin10, author = {Olivier Pauplin and Praminda Caleb-Solly and Jim Smith}, title = {{User-centric image segmentation using an interactive parameter adaptation tool}}, journal = {Pattern Recognition}, volume = {43}, number = {2}, pages = {519--529}, month = {February}, year = {2010} } @incollection{Pavon09, author = {Ruth Pav\'{o}n and Ricardo Brunelli and Christian von L\"{u}cken}, title = {{Determining Optimal Crop Rotations by Using Multiobjective Evolutionary Algorithms}}, booktitle = {Knowledge-Based and Intelligent Information and Engineering Systems, 13th International Conference (KES 2009)}, editor = {Juan D. Vel\'{a}squez and Sebasti\'{a}n A. R\'{\i}os and Robert J. Howlett and Lakhmi C. Jain}, pages = {147--154}, publisher = {Springer, Lecture Notes in Computer Science, Vol. 5711}, address = {Santiago, Chile}, year = {2009} } @ARTICLE{Pawar10, author = {P. J. Pawar and R. V. Rao and J. P. Davim}, title = {{Multiobjective Optimization of Grinding Process Parameters Using Particle Swarm Optimization Algorithm}}, journal = {Materials and Manufacturiong Processes}, volume = {25}, number = {6}, pages = {424--431}, month = {}, year = {2010} } @article{Pauwels09, author = {Valentijn R. N. Pauwels and Gabrielle J. M. {De Lannoy}}, title = {{Ensemble-based assimilation of discharge into rainfall-runoff models: A comparison of approaches to mapping observational information to state space}}, journal = {Water Resources Research}, volume = {45}, month = {August}, year = {2009}, note = {Article Number: W08428} } @ARTICLE{Pauwels11, author = {Valentijn R. N. Pauwels and Gabrielle J. M. De Lannoy}, title = {{Multivariate calibration of a water and energy balance model in the spectral domain}}, journal = {Water Resources Research}, volume = {47}, month = {July 13}, year = {2011}, note = {article number W07523} } @article{Paya08, author = {Ignacio Paya and Victor Yepes and Fernando Gonzalez-Vidosa and Antonio Hospitaler}, title = {Multiobjective optimization of concrete frames by simulated annealing}, journal = {Computer-Aided Civil and Infrastructure Engineering}, volume = {23}, number = {8}, pages = {596--610}, month = {November}, year = {2008} } @article{Pedamallu08, author = {Chandra Sekhar Pedamallu and Linet Ozdamar}, title = {{Investigating a hybrid simulated annealing and local search algorithm for constrained optimization}}, journal = {European Journal of Operational Research}, volume = {185}, number = {3}, pages = {1230--1245}, month = {16 March}, year = {2008} } @inproceedings{Pedersen02, author = {G.K.M. Pedersen and A.S. Langballe and R. Wisniewski}, title = {Synthesizing multi-objective {H}2/{H}-infinity dynamic controller using evolutionary algorithms}, booktitle = {Proceedings of the 15th IFAC World Congress}, pages = {4580--4585}, month = {July}, year = {2002} } @inproceedings{Pedersen04, author = {Gerulf K.M. Pedersen and David E. Goldberg}, title = {Dynamic {U}niform {S}caling for {M}ultiobjective {G}enetic {A}lgorithms}, booktitle = {Genetic and Evolutionary Computation--GECCO 2004. Proceedings of the Genetic and Evolutionary Computation Conference. Part II}, editor = {Kalyanmoy Deb et al.}, pages = {11--23}, publisher = {Springer-Verlag, Lecture Notes in Computer Science Vol. 3103}, address = {Seattle, Washington, USA}, month = {June}, year = {2004} } @inproceedings{Pedersen06, author = {Gerulf K.M. Pedersen and Zhenyu Yang}, title = {Multi-{O}bjective {PID}-{C}ontroller {T}uning for a {M}agnetic {L}evitation {S}ystem using {NSGA-II}}, booktitle = {2006 Genetic and Evolutionary Computation Conference (GECCO'2006)}, editor = {Maarten Keijzer et al.}, pages = {1737--1744}, publisher = {ACM Press. ISBN 1-59593-186-4}, address = {Seattle, Washington, USA}, volume = {2}, month = {July}, year = {2006} } @inproceedings{Pedersen08, author = {Gerulf K. M. Pedersen and Zhenyu Yang}, title = {{Efficiency Optimization of a Multi-Pump Booster System}}, booktitle = {2008 Genetic and Evolutionary Computation Conference (GECCO'2008)}, pages = {1611--1618}, publisher = {ACM Press}, address = {Atlanta, USA}, month = {July}, year = {2008}, note = {ISBN 978-1-60558-131-6} } @article{Pedrajas02, author = {N. Garc\'{\i}a-Pedrajas and C. Herv\'{a}s-Mart\'{\i}nez and J. Mu\~{n}oz-P\'{e}rez}, title = {Multi-objective cooperative coevolution of artificial neural networks (multi-objective cooperative networks)}, journal = {Neural Networks}, volume = {15}, number = {10}, pages = {1259--1278}, month = {December}, year = {2002} } @article{Pei11, author = {Qingqi Pei and Hongning Li and Jianfeng Ma and Kefeng Fan}, title = {{Defense Against Objective Function Attacks in Cognitive Radio Networks}}, journal = {Chinese Journal of Electronics}, volume = {20}, number = {1}, pages = {138--142}, month = {January}, year = {2011} } @inproceedings{Pedro06, author = {M. Pedro and E. Monteiro and F. Boavida}, title = {An approach to off-line inter-domain {Q}o{S}-aware resource optimization}, booktitle = {Networking 2006: Networking Technologies, Services, and Protocols; Performance of Computer and Communication Networks; Mobile and Wireless Communication Systems}, pages = {247--255}, publisher = {Springer. 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Goldberg}, title = {Multiobjective h{BOA}, {C}lustering, and {S}calability}, booktitle = {2005 Genetic and Evolutionary Computation Conference (GECCO'2005)}, editor = {Hans-Georg Beyer et al.}, pages = {663--670}, publisher = {ACM Press}, volume = {1}, address = {New York, USA}, month = {June}, year = {2005} } @incollection{Pelikan06, author = {Martin Pelikan and Kumara Sastry and David E. Goldberg}, title = {{Multiobjective Estimation of Distribution Algorithms}}, booktitle = {Scalable Optimization via Probabilistic Modeling}, editor = {Martin Pelikan and Kumara Sastry and Erick Cant\'{u}-Paz}, pages = {223--248}, publisher = {Springer. Studies in Computational Intelligence Vol. 33}, year = {2006}, note = {ISBN 978-3-540-34953-2} } @ARTICLE{Pelletier06, author = {Jacob L. Pelletier and Senthil S. Vel}, title = {{Multi-objective optimization of fiber reinforced composite laminates for strength, stiffness and minimal mass}}, journal = {Computers \& Structures}, volume = {84}, number = {29-30}, pages = {2065--2080}, month = {November}, year = {2006} } @incollection{Peng09, author = {Wei Peng and Qingfu Zhang and Hui Li}, title = {{Comparison between MOEA/D and NSGA-II on the Multi-Objective Travelling Salesman Problem}}, booktitle = {Multi-Objective Memetic Algorithms}, editor = {Chi-Keong Goh and Yew-Soon Ong and Kay Chen Tan}, pages = {309--324}, chapter = {14}, publisher = {Springer, Studies in Computational Intelligence, Vol. 171}, address = {Berlin, Germany}, year = {2009}, note = {ISBN 978-3-540-88050-9} } @inproceedings{Peng11, author = {Fei Peng and Ke Tang}, title = {{Alleviate the Hypervolume Degeneration Problem of NSGA-II}}, booktitle = {Neural Information Processing, 18th International Conference, ICONIP 2011}, editor = {Bao-Liang Lu and Liqing Zhang and James Kwok}, pages = {425--434}, publisher = {Springer. 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Gupta}, title = {{Kinetic Modeling and Reactor Simulation and Optimization of Industrially Important Polymerization Processes: a Perspective}}, journal = {International Journal of Chemical Reactor Engineering}, volume = {9}, number = {R1}, year = {2011} } @ARTICLE{Ramteke11a, author = {Manojkumar Ramteke and Rajagopalan Srinivasan}, title = {{Novel genetic algorithm for short-term scheduling of sequence dependent changeovers in multiproduct polymer plants}}, journal = {Computers \& Chemical Engineering}, volume = {35}, number = {12}, pages = {2945--2459}, month = {December 14}, year = {2011} } @article{Rani10, author = {Deepti Rani and Maria Madalena Moreira}, title = {Simulation-Optimization Modeling: A Survey and Potential Application in Reservoir Systems Operation}, journal = {Water Resources Management}, volume = {24}, number = {6}, pages = {1107--1138}, month = {April}, year = {2010} } @article{Ramzan06, author = {Naveed Ramzan and Werner Witt}, title = {Multi-objective optimization in distillation unit: a case study}, journal = {Canadian Journal of Chemical Engineering}, volume = {84}, number = {5}, pages = {604--613}, month = {October}, year = {2006} } @book{Rangaiah09, editor = {Gade Pandu Rangaiah}, title = {{Multi-Objective Optimization. Techniques and Applications in Chemical Engineering}}, publisher = {World Scientific}, address = {Singapore}, year = {2009}, note = {ISBN 981-283-651-9} } @phdthesis{Rangsaritratsamee02, author = {Ruedee Rangsaritratsamee}, title = {Analysis of {S}cheduling and {F}rozen {I}ntervals in {D}ynamic {R}escheduling}, school = {Industrial Engineering Department, Clemson University}, address = {Clemson, South Carolina}, month = {August}, year = {2002} } @incollection{Ranjithan01, author = {S. Ranji Ranjithan and S. Kishan Chetan and Harish K. Dakshima}, key = {Ranjithan et al., 2001}, booktitle = {First International Conference on Evolutionary Multi-Criterion Optimization}, title = {Constraint {M}ethod-{B}ased {E}volutionary {A}lgorithm ({CMEA}) for {M}ultiobjective {O}ptimization}, editor = {Eckart Zitzler and Kalyanmoy Deb and Lothar Thiele and Carlos A. Coello Coello and David Corne}, publisher = {Springer-Verlag. Lecture Notes in Computer Science No. 1993}, pages = {299--313}, year = {2001} } @inproceedings{Rao93, author = {S. S. Rao}, title = {Genetic {A}lgorithmic {A}pproach for {M}ultiobjective {O}ptimization of {S}tructures}, volume = {AD-Vol. 38}, pages = {29--38}, booktitle = {ASME Annual Winter Meeting, Structures and Controls Optimization}, year = {1993}, organization = {ASME}, address = {New Orleans, Louisiana}, month = {November} } @inproceedings{Rao03, author = {A. Rama Mohan Rao and K.C.M. Reddy and N. Arvind}, title = {Multi-objective design of laminate composites using evolutionary algorithms and artificial intelligence}, booktitle = {Proceedings of the International Structural Engineering Convention}, pages = {290--299}, publisher = {SEC-2003}, year = {2003} } @article{Rao05, author = {A. Rama Mohan Rao and N. Arvind}, title = {A scatter search algorithm for stacking sequence optimisation of laminate composites}, journal = {Composite Structures}, volume = {70}, number = {4}, pages = {383--402}, month = {October}, year = {2005} } @article{Rao08, author = {R. V. Rao and P. J. Pawar and R. Shankar}, title = {{Multi-objective optimization of electrochemical machining process parameters using a particle swarm optimization algorithm}}, journal = {Proceedings of the institution of Mechanical Engineers Part B-Journal of Engineering Manufacture}, volume = {222}, number = {8}, pages = {949--958}, month = {August}, year = {2008} } @ARTICLE{Rao08a, author = {A. Rama Mohan Rao and K. Sivasubramanian}, title = {{Multi-objective optimal design of fuzzy logic controller using a self configurable swarm intelligence algorithm}}, journal = {Computers \& Structures}, volume = {86}, number = {23-24}, pages = {2141--2154}, month = {December}, year = {2008} } @article{Rao09, author = {Jagu S. Rao and R. Tiwari}, title = {{Design Optimization of double-acting hybrid magnetic thrust bearings with control integration using multi-objective evolutionary algorithms}}, journal = {Mechatronics}, volume = {19}, number = {6}, pages = {945--964}, month = {September}, year = {2009} } @article{Rao09a, author = {A. Rama Mohan Rao and K. Lakshmi}, title = {{Multi-objective Optimal Design of Hybrid Laminate Composite Structures Using Scatter Search}}, journal = {Journal of Composite Materials}, volume = {43}, number = {20}, pages = {2157--2182}, month = {September}, year = {2009} } @article{Rao09b, author = {A. Rama Mohan Rao}, title = {{Distributed evolutionary multi-objective mesh-partitioning algorithm for parallel finite element computations}}, journal = {Computers \& Structures}, volume = {87}, number = {23-24}, pages = {1461--1473}, month = {December}, year = {2009} } @article{Rao10, author = {A. Rama Mohan Rao and P. P. Shyju}, title = {{A Meta-Heuristic Algorithm for Multi-Objective Optimal Design of Hybrid Laminate Composite Structures}}, journal = {Computer-Aided Civil and Infrastructure Engineering}, volume = {25}, number = {3}, pages = {149--170}, month = {April}, year = {2010} } @article{Rao10a, author = {R.V. Rao and P.J. Pawar}, title = {{Grinding process parameter optimization using non-traditional optimization algorithms}}, journal = {Proceedings of the Institution of Mechanical Engineers Part B--Journal of Engineering Manufacture}, volume = {224}, number = {B6}, pages = {887--898}, year = {2010} } @ARTICLE{Rao11, author = {A. Rama Mohan Rao and K. Lakshmi}, title = {{Discrete hybrid PSO algorithm for design of laminate composites with multiple objectives}}, journal = {Journal of Reinforced Plastics and Composites}, volume = {30}, number = {20}, pages = {1703--1727}, month = {October}, year = {2011} } @inproceedings{Rao11a, author = {Nalluri Madhusudana Rao and Diptendu Sinha Roy and Dusmanta K. Mohanta}, title = {{Application of NSGA - II to Power System Topology Based Multiple Contingency Scrutiny for Risk Analysis}}, booktitle = {Swarm, Evolutionary, and Memetic Computing, Second International Conference, SEMCCO 2011}, editor = {Bijaya Ketan Panigrahi and Ponnuthurai Nagaratnam Suganthan and Swagatam Das and Suresh Chandra Satapathy}, pages = {706--713}, publisher = {Springer. Lecture Notes in Computer Science Vol. 7076}, address = {Visakhapatnam, Andhra Pradesh, India}, month = {December 19-21}, year = {2011} } @inproceedings{Raquel05, author = {Carlo R. Raquel and Prospero C. {Naval, Jr.}}, title = {An {E}ffective {U}se of {C}rowding {D}istance in {M}ultiobjective {P}article {S}warm {O}ptimization}, booktitle = {2005 Genetic and Evolutionary Computation Conference (GECCO'2005)}, editor = {Hans-Georg Beyer et al.}, pages = {257--264}, publisher = {ACM Press}, volume = {1}, address = {New York, USA}, month = {June}, year = {2005} } @article{Rasekh10, author = {Amin Rasekh and Abbas Afshar and Mohammad Hadi Afshar}, title = {{Risk-Cost Optimization of Hydraulic Structures: Methodology and Case Study}}, journal = {Water Resources Management}, volume = {24}, number = {11}, pages = {2833--2851}, month = {September}, year = {2010 } } @inproceedings{Rashidi04, author = {Farzan Rashidi and Mehran Rashidi}, title = {Limit {C}ycle {P}rediction in {M}ultivariable {N}onlinear {S}ystems {U}sing {G}enetic {A}lgorithms}, booktitle = {Genetic and Evolutionary Computation--GECCO 2004. Proceedings of the Genetic and Evolutionary Computation Conference. Part II}, editor = {Kalyanmoy Deb et al.}, pages = {60--68}, publisher = {Springer-Verlag, Lecture Notes in Computer Science Vol. 3103}, address = {Seattle, Washington, USA}, month = {June}, year = {2004} } @article{Rashidi10, author = {E. Rashidi and M. Jahandar and M. Zandieh}, title = {{An improved hybrid multi-objective parallel genetic algorithm for hybrid flow shop scheduling with unrelated parallel machines}}, journal = {International Journal of Advanced Manufacturing Technology}, volume = {49}, number = {9-12}, pages = {1129--1139}, month = {August}, year = {2010} } @incollection{Rashidi10a, author = {Mehran Rashidi and Farzan Rashidi}, title = {{Multi-Objective Optimal Design of Switch Reluctance Motors Using Adaptive Genetic Algorithm}}, booktitle = {Swarm, Evolutionary, and Memetic Computing, First International Conference on Swarm, Evolutionary and Memetic Computing, SEMCCO 2010}, editor = {Bijaya Ketan Panigrahi and Swagatam Das and Ponnuthurai Nagaratnam Suganthan and Subhransu Sekhar Dash}, pages = {591--598}, publisher = {Springer-Verlag. Lecture Notes in Computer Science Vol. 6466}, address = {Chennai, India}, month = {December 16-18}, year = {2010} } @inproceedings{Ratle04, author = {Fr\'{e}d\'{e}ric Ratle and Beno\^{\i}t Lecarpentier and Richard Labib and Frac\c{c}ois Trochu}, title = {Multi-objective {O}ptimization of a {C}omposite {M}aterial {S}pring {D}esign {U}sing an {E}volutionary {A}lgorithm}, booktitle = {Parallel Problem Solving from Nature - PPSN VIII}, pages = {803--811}, publisher = {Springer-Verlag. Lecture Notes in Computer Science Vol. 3242}, month = {September}, address = {Birmingham, UK}, year = {2004} } @incollection{Rauf10, author = {Abdul Rauf and Sajid Anwar and Naveed Kazim and Arshad Ali Shahid}, title = {{Evolutionary Based Automated Coverage Analysis for GUI Testing}}, booktitle = {Contemporary Computing, Third International Conference, IC3 2010}, editor = {Sanjay Ranka and Arunava Banerjee and Kanad Kishore Biswas and Sumeet Dua and Prabhat Mishra and Rajat Moona and Sheung-Hung Poon and Cho-Li Wang}, pages = {456--466}, publisher = {Springer}, series = {Communications in Computer and Information Science}, address = {Berlin}, year = {2010}, note = {ISBN 3-642-14833-6} } @article{Rauner10, author = {Marion S. Rauner and Walter J. Gutjahr and Kurt Heidenberger and Joachim Wagner and Joseph Pasia}, title = {{Dynamic Policy Modeling for Chronic Diseases: Metaheuristic-Based Identification of Pareto-Optimal Screening Strategies}}, journal = {Operations Research}, volume = {58}, number = {5}, pages = {1269--1286}, month = {September - October}, year = {2010} } @article{Ravadanegh10, author = {Sajad Najafi Ravadanegh and Arash Vahidnia and Hojat Hatami}, title = {{On Optimal Design and Expansion of Electrical Power Distribution Systems}}, journal = {Journal of Circuits Systems and Computers}, volume = {19}, number = {1}, pages = {45--58}, month = {February}, year = {2010} } @article{Ravi00, author = {G. Ravi and Santosh K. Gupta and M.B. Ray}, title = {Multiobjective {O}ptimization of {C}yclone {S}eparators {U}sing {G}enetic {A}lgorithm}, journal = {Industrial and Engineering Chemistry Research}, volume = {39}, number = {11}, pages = {4272--4286}, month = {November}, year = {2000} } @article{Ravi02, author = {G. Ravi and Santosh K. Gupta and S. Viswanathan and M.B. Ray}, title = {Optimization of {V}enturi {S}crubbers {U}sing {G}enetic {A}lgorithm}, journal = {Industrial and Engineering Chemistry Research}, volume = {41}, number = {12}, pages = {2988--3002}, month = {June}, year = {2002} } @inproceedings{Ray00, author = {Tapabrata Ray and Tai Kang and Seow Kian Chye}, address = {San Francisco, California}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2000)}, editor = {Darrell Whitley and David Goldberg and Erick Cant\'{u}-Paz and Lee Spector and Ian Parmee and Hans-Georg Beyer}, key = {Ray et al., 2000}, pages = {771--777}, publisher = {Morgan Kaufmann}, title = {An {E}volutionary {A}lgorithm for {C}onstrained {O}ptimization}, year = {2000} } @article{Ray01, author = {Tapabrata Ray and Tai Kang and Seow Kian Chye}, title = {Multiobjective {D}esign {O}ptimization by an {E}volutionary {A}lgorithm}, journal = {Engineering Optimization}, volume = {33}, number = {3}, pages = {399--424}, year = {2001} } @article{Ray01a, author = {Tapabrata Ray and Kang Tai}, title = {An {E}volutionary {A}lgorithm with a {M}ultilevel {P}airing {S}trategy for {S}ingle and {M}ultiobjective {O}ptimization}, journal = {Foundations of Computing and Decision Sciences}, volume = {26}, pages = {75--98}, year = {2001} } @article{Ray02, author = {Tapabrata Ray and K.M. Liew}, title = {A {S}warm {M}etaphor for {M}ultiobjective {D}esign {O}ptimization}, journal = {Engineering Optimization}, volume = {34}, number = {2}, pages = {141--153}, month = {March}, year = {2002} } @inproceedings{Ray02a, author = {Tapabrata Ray}, title = {Constrained {R}obust {O}ptimal {D}esign using a {M}ultiobjective {E}volutionary {A}lgorithm}, booktitle = {Congress on Evolutionary Computation (CEC'2002)}, volume = {1}, address = {Piscataway, New Jersey}, pages = {419--424}, publisher = {IEEE Service Center}, month = {May}, year = {2002} } @inproceedings{Ray02b, author = {Tapabrata Ray and Poan Choy Ling and Tai Kang}, title = {A {N}ew {F}itness {A}ssignment and {P}arent {S}election {S}trategy {W}ithin an {E}volutionary {A}lgorithm for {C}onstrained {O}ptimization {P}roblems}, booktitle = {Proceedings of the 4th Asia-Pacific Conference on Simulated Evolution and Learning (SEAL'02)}, editor = {Lipo Wang and Kay Chen Tan and Takeshi Furuhashi and Jong-Hwan Kim and Xin Yao}, volume = {1}, pages = {31--35}, publisher = {Nanyang Technical University}, address = {Orchid Country Club, Singapore}, month = {November}, year = {2002} } @article{Ray02c, author = {Ajay K. Ray and P.P. Oh and G.P. Rangaiah}, title = {Simulation and multiobjective optimization of an industrial hydrogen plant based on refinery off-gas}, journal = {Industrial and Engineering Chemistry Research}, volume = {41}, number = {9}, pages = {2248--2261}, month = {May}, year = {2002} } @incollection{Ray04, author = {Tapabrata Ray}, title = {Applications of {M}ulti-{O}bjective {E}volutionary {A}lgorithms in {E}ngineering {D}esign}, booktitle = {Applications of Multi-Objective Evolutionary Algorithms}, editor = {Carlos A. {Coello Coello} and Gary B. Lamont}, pages = {29--52}, publisher = {World Scientific}, address = {Singapore}, year = {2004} } @incollection{Ray04a, author = {Madhumita B. Ray}, title = {Applications of a {M}ulti-{O}bjective {G}enetic {A}lgorithm in {C}hemical and {E}nvironmental {E}ngineering}, booktitle = {Applications of Multi-Objective Evolutionary Algorithms}, editor = {Carlos A. {Coello Coello} and Gary B. Lamont}, pages = {317--339}, publisher = {World Scientific}, address = {Singapore}, year = {2004} } @article{Ray04b, author = {T. Ray and H.M. Tsai}, title = {{Swarm algorithm for single- and multiobjective airfoil design optimization}}, journal = {AIAA Journal}, volume = {42}, number = {2}, pages = {366--373}, month = {February}, year = {2004} } @incollection{Ray05, author = {T. Ray and K.W. Won}, title = {An evolutionary algorithm for constrained bi-objective optimization using radial slots}, booktitle = {Knowledge-Based Intelligent Information and Engineering Systems, Part 4, Proceedings}, pages = {49--56}, publisher = {Springer. Lecture Notes in Artificial Intelligence Vol. 3684}, year = {2005} } @article{Ray06, author = {Tapabrata Ray and Warren Smith}, title = {A surrogate assisted parallel multiobjective evolutionary algorithm for robust engineering design}, journal = {Engineering Optimization}, volume = {38}, number = {8}, pages = {997--1011}, month = {December}, year = {2006} } @inproceedings{Ray06a, author = {Tapabrata Ray and Ruhul Sarker}, title = {Multiobjective {E}volutionary {A}pproach to the {S}olution of {G}as {L}ift {O}ptimization {P}roblems}, booktitle = {2006 IEEE Congress on Evolutionary Computation (CEC'2006)}, pages = {10951--10957}, publisher = {IEEE}, address = {Vancouver, BC, Canada}, month = {July}, year = {2006} } @incollection{Ray07, author = {Tapabrata Ray and Ruhul Sarker}, title = {Optimum {O}il {P}roduction {P}lanning using an {E}volutionary {A}pproach}, booktitle = {Evolutionary Scheduling}, editor = {Keshav P. Dahal and Kay Chen Tan and Peter I Cowling}, pages = {273--292}, publisher = {Springer}, series = {Studies in Computational Intelligence (SCI)}, address = {Berlin}, year = {2007}, note = {ISBN 3-540-48582-1} } @article{Ray08, author = {Tapabrata Ray and Ruhul Sarker}, title = {{EA} for {S}olving {C}ombined {M}achine {L}ayout and {J}ob {A}ssignment {P}roblems}, journal = {Journal of Industrial and Management Optimization}, volume = {4}, number = {3}, pages = {631--646}, month = {August}, year = {2008} } @incollection{Ray09, author = {Tapabrata Ray and Amitay Isaacs and Warren Smith}, title = {{Surrogate Assisted Evolutionary Algorithm for Multi-Objective Optimization}}, booktitle = {Multi-Objective Optimization Techniques and Applications in Chemical Engineering}, editor = {Rangaiah Gade Pandu}, pages = {131--152}, chapter = {5}, publisher = {World Scientific}, address = {Singapore}, year = {2009}, note = {ISBN 978-981-283-651-9} } @incollection{Ray09a, author = {Tapabrata Ray and Amitay Isaacs and Warren Smith}, title = {{A Memetic Algorithm for Dynamic Multiobjective Optimization}}, booktitle = {Multi-Objective Memetic Algorithms}, editor = {Chi-Keong Goh and Yew-Soon Ong and Kay Chen Tan}, pages = {353--367}, chapter = {16}, publisher = {Springer, Studies in Computational Intelligence, Vol. 171}, address = {Berlin, Germany}, year = {2009}, note = {ISBN 978-3-540-88050-9} } @article{Ray09b, author = {Subhasis Ray and David A. Lowther}, title = {{Multi-Objective Optimization Applied to the Matching of a Specified Torque-Speed Curve for an Internal Permanent Magnet Motor}}, journal = {IEEE Transactions on Magnetics}, volume = {45}, number = {3}, pages = {1518--1521}, month = {March}, year = {2009} } @article{Raza08, author = {Wasim Raza and Kwang-Yong Kim}, title = {Multiobjective optimization of a wire-wrapped {LMR} fuel assembly}, journal = {Nuclear Technology}, volume = {162}, number = {1}, pages = {45--52}, month = {April}, year = {2008} } @article{Raza09, author = {Wasim Raza and Kwang-Yong Kim}, title = {{Shape Optimization of 19-Pin Wire-Wrapped Fuel Assembly of LMR Using Multiobjective Evolutionary Algorithm}}, journal = {Nuclear Science and Engineering}, volume = {161}, number = {2}, pages = {245--254}, month = {February}, year = {2009}, } @techreport{Reardon97a, author = {Brian J. Reardon}, address = {Los Alamos, New Mexico}, institution = {Los Alamos National Laboratory}, key = {Reardon, 1997a}, number = {LA-UR-97-3675}, month = {September}, title = {Fuzzy {L}ogic vs. {N}iched {P}areto {M}ultiobjective {G}enetic {A}lgorithm {O}ptimization: {P}art {I}. {S}haffer's {F}2 {P}roblem}, year = {1997} } @techreport{Reardon97b, author = {Brian J. Reardon}, address = {Los Alamos, New Mexico}, institution = {Los Alamos National Laboratory}, key = {Reardon, 1997b}, number = {LA-UR-97-3676}, month = {September}, title = {Fuzzy {L}ogic vs. {N}iched {P}areto {M}ultiobjective {G}enetic {A}lgorithm {O}ptimization: {P}art {I}{I}. {A} {S}implified {B}orn-{M}ayer {P}roblem}, year = {1997} } @article{Reardon98, author = {BJ Reardon}, title = {{Fuzzy logic versus niched Pareto multiobjective genetic algorithm optimization}}, journal = {Modelling And Simulation In Materials Science And Engineering}, volume = {6}, number = {6}, pages = {717--734}, month = {November}, year = {1998} } @techreport{Reardon98a, author = {Brian J. Reardon}, address = {Los Alamos, New Mexico}, institution = {Los Alamos National Laboratory}, key = {Reardon, 1998a}, number = {LA-UR-98-0419}, month = {January}, title = {Optimization of {M}icromechanical {D}ensification {M}odeling {P}arameters {F}or {C}opper {P}owder using a {F}uzzy {L}ogic {B}ased {M}ultiobjective {G}enetic {A}lgorithm}, year = {1998} } @techreport{Reardon98b, author = {Brian J. Reardon}, address = {Los Alamos, New Mexico}, institution = {Los Alamos National Laboratory}, key = {Reardon, 1998b}, number = {LA-UR-98-1036}, month = {March}, title = {Optimization Of {D}ensification {M}odeling {P}arameters of {B}eryllium {P}owder using a {F}uzzy {L}ogic {B}ased {M}ultiobjective {G}enetic {A}lgorithm}, year = {1998} } @article{Reardon03, author = {Brian J. Reardon}, title = {Optimizing the {H}ot {I}sostatic {P}ressing {P}rocess}, journal = {Materials and Manufacturing Processes}, volume = {18}, number = {3}, pages = {493--508}, year = {2003} } @article{Reca08, author = {J. Reca and J. Martinez and R. Banos and C. Gil}, title = {Optimal design of gravity-fed looped water distribution networks considering the resilience index}, journal = {Journal of Water Resources Planning and Management--ASCE}, volume = {134}, number = {3}, pages = {234--238}, month = {May-June}, year = {2008} } @INPROCEEDINGS{Reckhouse10, author = {William J. Reckhouse and Jonathan E. Fielsdend and Richard M. Everson}, title = {{Variable interactions and exploring parameter space in an expensive optimisation problem: Optimising Short Term Conflict Alert}}, booktitle = {2010 IEEE Congress on Evolutionary Computation (CEC'2010)}, pages = {4608--4615}, publisher = {IEEE Press}, address = {Barcelona, Spain}, month = {July 18--23}, year = {2010} } @inproceedings{Reddy03, author = {A. Raji Reddy and Kalyanmoy Deb}, title = {Identification of {M}ultiple {G}ene {S}ubsets {U}sing {M}ulti-objective {E}volutionary {A}lgorithms}, booktitle = {Evolutionary Multi-Criterion Optimization. Second International Conference, EMO 2003}, editor = {Carlos M. Fonseca and Peter J. Fleming and Eckart Zitzler and Kalyanmoy Deb and Lothar Thiele}, publisher = {Springer. Lecture Notes in Computer Science. Volume 2632}, pages = {623--637}, address = {Faro, Portugal}, month = {April}, year = {2003} } @phdthesis{Reddy06, author = {Manne Janga Reddy}, title = {{Swarm Intelligence and Evolutionary Computation for Single and Multiobjective Optimization in Water Resource Systems}}, school = {Department of Civil Engineering, Indian Institute of Science}, address = {Bangalore, India}, month = {September}, year = {2006} } @article{Reddy06a, author = {M. Janga Reddy and D. Nagesh Kumar}, title = {{Optimal reservoir operation using multi-objective evolutionary algorithm}}, journal = {Water Resources Management}, volume = {20}, number = {6}, pages = {861--878}, month = {December}, year = {2006} } @article{Reddy07, author = {M. Janga Reddy and D. Nagesh Kumar}, title = {An efficient multi-objective optimization algorithm based on swarm intelligence for engineering design}, journal = {Engineering Optimization}, volume = {39}, number = {1}, pages = {49--68}, month = {January}, year = {2007} } @article{Reddy07a, author = {M. Janga Reddy and D. Nagesh Kumar}, title = {Multi-objective particle swarm optimization for generating optimal trade-offs in reservoir operation}, journal = {Hydrological Processes}, volume = {21}, number = {21}, pages = {2897--2909}, month = {October}, year = {2007} } @article{Reddy07b, author = {M. Janga Reddy and D. Nagesh Kumar}, title = {{Multiobjective differential evolution with application to reservoir system optimization}}, journal = {Journal of Computing in Civil Engineering}, volume = {21}, number = {2}, pages = {136--146}, month = {March-April}, year = {2007} } @article{Reddy08, author = {M. Janga Reddy and D. Nagesh Kumar}, title = {{Envolving strategies for crop planning and operation of irrigation reservoir system using multi-objective differential evolution}}, journal = {Irrigation Science}, volume = {26}, number = {2}, pages = {177--190}, month = {January}, year = {2008} } @article{Reddy09, author = {M. Janga Reddy and D. Nagesh Kumar}, title = {{Performance evaluation of elitist-mutated multi-objective particle swarm optimization for integrated water resources management}}, journal = {Journal of Hydroinformatics}, volume = {11}, number = {1}, pages = {79--88}, month = {January}, year = {2009} } @article{Reddy09a, author = {S. Surender Reddy and M. Sailaja Kumari and M. Sydulu}, title = {{Congestion Management in Deregulated Power System by Optmal Choice and Allocation of FACTS Controllers Using Multi-Objective Genetic Algorithm}}, journal = {Journal of Electrical Engineering \& Technology}, volume = {4}, number = {4}, pages = {467--475}, month = {December}, year = {2009} } @ARTICLE{Reddy11, author = {S. Surender Reddy and A. R. Abhyankar and P. R. Bijwe}, title = {{Reactive power price clearing using multi-objective optimization}}, journal = {Energy}, volume = {36}, number = {5}, pages = {3579--3589}, month = {May}, year = {2011} } @article{Reddy11a, author = {A. Srinivasa Reddy and K. Vaisakh}, title = {{Economic Emission Load Dispatch by Modified Shuffled Frog Leaping Algorithm}}, journal = {International Journal of Computer Applications}, volume = {31}, number = {11}, pages = {58--65}, month = {October}, year = {2011} } @inproceedings{Reed01, author = {Patrick M. Reed and Barbara S. Minsker and David E. Goldberg}, title = {Designing a {N}ew {E}litist {N}ondominated {S}orted {G}enetic {A}lgorithm for a {M}ultiobjective {L}ong {T}erm {G}roundwater {M}onitoring {A}pplication}, booktitle = {Proceedings of the 2001 Genetic and Evolutionary Computation Conference. Late-Breaking Papers}, address = {San Francisco, California}, month = {July}, pages = {352--358}, year = {2001} } @article{Reed01a, author = {Patrick M. Reed and Barbara S. Minsker and David E. Goldberg}, title = {A multiobjective approach to cost effective long-term groundwater monitoring using an elitist nondominated sorted genetic algorithm with historical data}, journal = {Journal of Hydroinformatics}, volume = {3}, number = {2}, pages = {71--89}, month = {April}, year = {2001} } @inproceedings{Reed01b, author = {Patrick M. Reed and Barbara S. Minsker and David E. Goldberg}, title = {The {P}ractitioner's {R}ole in {C}ompetent {S}earch and {O}ptimization {U}sing {G}enetic {A}lgorithms}, booktitle = {Bridging the Gap: Meeting the World's Water and Environmental Resources Challenges. Proceedings of the World Water and Environmental Resources Congress}, editor = {Don Phelps and Gerald Sehlke}, address = {Washington, DC}, publisher = {American Society of Civil Engineers. ISBN 0-7844-0569-7}, year = {2001} } @inproceedings{Reed01c, author = {Patrick M. Reed and Barbara S. Minsker and David E. Goldberg}, title = {Why {O}ptimize {L}ong {T}erm {G}roundwater {M}onitoring {D}esign? {A} {M}ultiobjective {C}ase {S}tudy of {H}ill {A}ir {F}orce {B}ase}, booktitle = {Bridging the Gap: Meeting the World's Water and Environmental Resources Challenges. Proceedings of the World Water and Environmental Resources Congress}, editor = {Don Phelps and Gerald Sehlke}, address = {Washington, DC}, publisher = {American Society of Civil Engineers. ISBN 0-7844-0569-7}, year = {2001} } @inproceedings{Reed01d, author = {Patrick M. Reed and Barbara S. Minsker and David E. Goldberg}, title = {Designing a {N}ew {E}litist {N}ondominated {S}orted {G}enetic {A}lgorithm for a {M}ultiobjective {L}ong {T}erm {G}roundwater {M}onitoring {A}pplication}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2001)}, editor = {Lee Spector and Erik D. Goodman and Annie Wu and W.B. Langdon and Hans-Michael Voigt and Mitsuo Gen and Sandip Sen and Marco Dorigo and Shahram Pezeshk and Max H. Garzon and Edmund Burke}, pages = {1454}, publisher = {Morgan Kaufmann Publishers}, address = {San Francisco, California}, year = {2001} } @inproceedings{Reed02, author = {P.M. Reed and B.S. Minsker}, title = {Discovery \& {N}egotiation using {M}ultiobjective {G}enetic {A}lgorithms: {A} {C}ase {S}tudy in {G}roundwater {M}onitoring {D}esign}, booktitle = {Hydroinformatics 2002, Volume Two: Software Tools and Management Systems, Proceedings of the 5th International Conference on Hydroinformatics}, editor = {R.A. Falconer and B. Lin and E.L. Harris and C.A.M.E. Wilson}, pages = {988--993}, publisher = {IWA Publishing}, address = {London}, year = {2002} } @phdthesis{Reed02a, author = {Patrick Michael Reed}, title = {Striking the {B}alance: {L}ong-{T}erm {G}roundwater {M}onitoring {D}esign for {M}ultiple {C}onflicting {O}bjectives}, school = {Graduate College of the University of Illinois at Urbana-Champaign}, address = {Urbana, Illinois}, year = {2002} } @article{Reed03, author = {Patrick Reed and Barbara S. Minsker and David E. Goldberg}, title = {Simplifying multiobjective optimization: {A}n automated design methodology for the nondominated sorted genetic algorithm-{II}}, journal = {Water Resources Research}, volume = {39}, number = {7}, pages = {TNN 2.1--2.5}, month = {July}, year = {2003} } @incollection{Reed04, author = {Patrick Reed and Venkat Devireddy}, title = {Groundwater {M}onitoring {D}esign: {A} {C}ase {S}tudy {C}ombining {E}psilon {D}ominance {A}rchiving and {A}utomatic {P}arameterization for the {NSGA}-{II}}, booktitle = {Applications of Multi-Objective Evolutionary Algorithms}, editor = {Carlos A. {Coello Coello} and Gary B. Lamont}, pages = {79--100}, publisher = {World Scientific}, address = {Singapore}, year = {2004} } @article{Reed07, author = {Patrick Reed and Joshua B. Kollat and V.K. Devireddy}, title = {Using interactive archives in evolutionary multiobjective optimization: {A} case study for long-term groundwater monitoring design}, journal = {Environmental Modelling \& Software}, volume = {22}, number = {5}, pages = {683--692}, month = {May}, year = {2007} } @article{Reed08, author = {Patrick M. Reed and Joshua B. Kollat and Matthew P. Ferringer and Timothy G. Thompson}, title = {{Parallel Evolutionary Multi-Objective Optimization on Large, Heterogeneous Clusters: An Applications Perespective}}, journal = {Journal of Aerospace Computing Information And Communication}, volume = {5}, number = {11}, pages = {460--478}, year = {2008} } @ARTICLE{Reed12, author = {P.M. Reed and J.B. Kollat}, title = {{Save now, pay later? Multi-period many-objective groundwater monitoring design given systematic model errors and uncertainty}}, journal = {Advances in Water Resources}, volume = {35}, pages = {55--68}, month = {January}, year = {2012} } @inproceedings{Reehuis10, author = {Edgar Reehuis and Thomas B\"{a}ck}, title = {{Mixed-Integer Evolution Strategy Using Multiobjective Selection Applied to Warehouse Design Optimization}}, booktitle = {Proceedings of the 12th annual conference on Genetic and Evolutionary Computation (GECCO'2010)}, pages = {1187--1194}, publisher = {ACM Press}, address = {Portland, Oregon, USA}, month = {July 7--11}, year = {2010}, note = {ISBN 978-1-4503-0072-8} } @phdthesis{Regnier03, author = {J\'{e}r\'{e}mi R\'{e}gnier}, title = {Conception de syst\`{e}mes h\'{e}t\'{e}rog\`{e}nes en G\'{e}nie \'{E}lectrique para Optimisation \'{e}volutionnaire multicrit\`{e}re}, school = {Institut Nationale Polytechnique de Toulouse}, address = {France}, month = {December}, year = {2003}, note = {(In French)} } @article{Regnier05, author = {J. R\'{e}gnier and B. Sareni and X. Roboam}, title = {System optimization by multiobjective genetic algorithms and analysis of the coupling between variables, constraints and objectives}, journal = {COMPEL-The International Journal for Computation and Mathematics in Electrical and Electronic Engineering}, volume = {24}, number = {3}, pages = {805--820}, year = {2005} } @inproceedings{Rehman07, author = {Habib ur Rehman and Imran Zaka and Muhammad Naeem and Syed Ismail Shah and Jamil Ahmad}, title = {{Minimum Bit Error Rate Multiuser Detection for OFDM-SDMA Using Particle Swarm Optimization}}, booktitle = {Advanced Intelligent Computing Theories and Applications, Third International Conference on Intelligent Computing, ICIC 2007}, editor = {De-Shuang Huang and Laurent Heutte and Marco Loog}, pages = {1247--1256}, publisher = {Springer. Lecture Notes in Computer Science Vol. 4681}, address = {Qingdao, China}, month = {August 21-24}, year = {2007} } @inproceedings{Reichelt06, author = {Dirk Reichelt and Lars M\"{o}nch}, title = {Multiobjective {S}cheduling of {J}obs with {I}ncompatible {F}amilies on {P}arallel {B}atch {M}achines}, booktitle = {Evolutionary Computation in Combinatorial Optimization, 6th European Conference, EvoCOP 2006}, editor = {Jens Gottlieb and G\"{u}nther R. Raidl}, pages = {209--221}, publisher = {Springer. Lecture Notes in Computer Science Vol. 3906}, address = {Budapest, Hungary}, month = {April}, year = {2006} } @inproceedings{Rekiek99, author = {Brahim Rekiek and Fabrice Pellichero and Pierre De Lit and Emanuel Falkenauer and Alain Delchambre}, booktitle = {Proceedings of the 15th International Conference on CAD/CAM Robotics \& Factories of the Future CAR \& FOF'99}, key = {Rekiek99 et al., 1999}, month = {August}, pages = {MW6-18--MW6-23}, volume = {1}, title = {A {R}esource {P}lanner for {H}ybrid {A}ssembly {L}ines}, year = {1999} } @inproceedings{Rekiek99a, AUTHOR = {Brahim Rekiek}, ADDRESS = {Orlando, Florida}, BOOKTITLE = {Proceedings of the 1999 Genetic and Evolutionary Computation Conference. Workshop Program}, KEY = {Rekiek, 1999a}, PAGES = {401}, MONTH = {July}, TITLE = {Multiple-{O}bjectives {G}enetic {A}lgorithm}, EDITOR = {Annie S. Wu}, YEAR = {1999} } @inproceedings{Rekiek00, author = {Brahim Rekiek and Pierre De Lit and Fabrice Pellichero and Thomas L'Eglise and Emanuel Falkenauer and Alain Delchambre}, booktitle = {Proceedings of the MCPL'2000 Conference}, key = {Rekiek99 et al., 2000}, title = {Dealing {W}ith {U}ser's {P}references in {H}ybrid {A}ssembly {L}ines {D}esign}, year = {2000} } @phdthesis{Rekiek00a, author = {Brahim Rekiek}, address = {Brussels, Belgium}, key = {Rekiek, 2000}, month = {December}, school = {Free University of Brussels, CAD/CAM Department}, title = {Assembly {L}ine {D}esign (multiple objective grouping genetic algorithm and the balancing of mixed-model hybrid assembly line)}, year = {2000} } @article{Rekiek01, author = {Brahim Rekiek and Pierre de Lit and Fabrice Pellichero and Thomas L'Eglise and Patrick Fouda and Emanuel Falkenauer and Alan Delchambre}, title = {A multiple objective grouping genetic algorithm for assembly line design}, journal = {Journal of Intelligent Manufacturing}, volume = {12}, number = {5--6}, pages = {467--485}, year = {2001} } @article{Rekiek02, author = {B. Rekiek and P. de Lit and A. Delchambre}, title = {Hybrid assembly line design and user's preferences}, journal = {International Journal of Production Research}, volume = {40}, number = {5}, pages = {1095--1111}, month = {March}, year = {2002} } @book{Rekiek06, author = {Brahim Rekiek and Alain Delchambre}, title = {Assembly Line Design. The Balancing of Mixed-Model Hybrid Assembly Lines with Genetic Algorithms}, publisher = {Springer}, year = {2006}, note = {ISBN 1-84628-112-1} } @inproceedings{Ren03, author = {Xiaolin Ren and Barbara Minsker}, title = {Which {G}roundwater {R}emediation {O}bjective is {B}etter, a {R}ealistic {O}ne or a {S}imple {O}ne?}, booktitle = {American Society of Civil Engineers (ASCE) Environmental \& Water Resources Institute (EWRI) World Water \& Environmental Resources Congress 2003 \& Related Symposia}, address = {Philadelphia, PA}, year = {2003} } @incollection{Respicio05, author = {Ana Respicio and M. Eug\'{e}nia Captivo}, title = {Bi-{O}bjective {S}equencing of {C}utting {P}atterns}, booktitle = {Meta-heuristics: Progress as Real Problem Solvers, Selected Papers from the 5th Metaheuristics International Conference (MIC 2003)}, editor = {Toshihide Ibaraki and Koji Nonobe and Matsunori Yagiura}, pages = {226--241}, publisher = {Springer}, year = {2005} } @inproceedings{Reyes05, author = {Margarita {Reyes Sierra} and Carlos A. {Coello Coello}}, title = {Improving {PSO}-{B}ased {M}ulti-objective {O}ptimization {U}sing {C}rowding, {M}utation and $\epsilon$-{D}ominance}, booktitle = {Evolutionary Multi-Criterion Optimization. Third International Conference, EMO 2005}, editor = {Carlos A. {Coello Coello} and Arturo {Hern\'{a}ndez Aguirre} and Eckart Zitzler}, publisher = {Springer. Lecture Notes in Computer Science Vol. 3410}, pages = {505--519}, address = {Guanajuato, M\'{e}xico}, month = {March}, year = {2005} } @inproceedings{Reyes05a, author = {Margarita {Reyes Sierra} and Carlos A. {Coello Coello}}, title = {Fitness {I}nheritance in {M}ulti-{O}bjective {P}article {S}warm {O}ptimization}, booktitle = {2005 IEEE Swarm Intelligence Symposium (SIS'05)}, pages = {116--123}, publisher = {IEEE Press}, address = {Pasadena, California, USA}, month = {June}, year = {2005} } @inproceedings{Reyes05b, author = {Margarita {Reyes Sierra} and Carlos A. {Coello Coello}}, title = {Coevolutionary {M}ulti-objective {O}ptimization using {C}lustering {T}echniques}, booktitle = {MICAI 2005: Advances in Artificial Intelligence}, editor = {Alexander Gelbukh and \'{A}lvaro {de Albornoz} and Hugo Terashima-Mar\'{\i}n}, publisher = {Springer. Lecture Notes in Artificial Intelligence Vol. 3789}, pages = {603--612}, address = {Monterrey, M\'{e}xico}, month = {November}, year = {2005} } @inproceedings{Reyes05c, author = {Margarita {Reyes Sierra} and Carlos A. {Coello Coello}}, title = {A {S}tudy of {F}itness {I}nheritance and {A}pproximation {T}echniques for {M}ulti-{O}bjective {P}article {S}warm {O}ptimization}, booktitle = {2005 IEEE Congress on Evolutionary Computation (CEC'2005)}, pages = {65--72}, volume = {1}, publisher = {IEEE Service Center}, month = {September}, address = {Edinburgh, Scotland}, year= {2005} } @article{Reyes06, author = {Margarita Reyes-Sierra and Carlos A. {Coello Coello}}, title = {Multi-{O}bjective {P}article {S}warm {O}ptimizers: {A} {S}urvey of the {S}tate-of-the-{A}rt}, journal = {International Journal of Computational Intelligence Research}, volume = {2}, number = {3}, pages = {287--308}, year = {2006} } @inproceedings{Reyes06a, author = {Margarita {Reyes Sierra} and Carlos A. {Coello Coello}}, title = {On-line {A}daptation in {M}ulti-{O}bjective {P}article {S}warm {O}ptimization}, booktitle = {2006 Swarm Intelligence Symposium (SIS'06)}, pages = {61--68}, publisher = {IEEE Press}, address = {Indianapolis, Indiana, USA}, month = {May}, year = {2006} } @inproceedings{Reyes06b, author = {Margarita Reyes-Sierra and Carlos A. {Coello Coello}}, title = {Dynamic {F}itness {I}nheritance {P}roportion {F}or {M}ulti-{O}bjective {P}article {S}warm {O}ptimization}, booktitle = {2006 Genetic and Evolutionary Computation Conference (GECCO'2006)}, editor = {Maarten Keijzer et al.}, pages = {89--90}, publisher = {ACM Press. ISBN 1-59593-186-4}, address = {Seattle, Washington, USA}, volume = {1}, month = {July}, year = {2006} } @phdthesis{Reyes06c, author = {Mar\'{\i}a Margarita {Reyes Sierra}}, title = {Use of Coevolution and Fitness Inheritance for Multiobjective Particle Swarm Optimization}, school = {Computer Science Section, Department of Electrical Engineering, CINVESTAV-IPN}, address = {Mexico}, month = {August}, year = {2006} } @incollection{Reyes07, author = {Margarita {Reyes Sierra} and Carlos A. {Coello Coello}}, title = {A {S}tudy of {T}echniques to {I}mprove the {E}fficiency of a {M}ulti-{O}bjective {P}article {S}warm {O}ptimizer}, booktitle = {Evolutionary Computation in Dynamic and Uncertain Environments}, editor = {Shengxiang Yang and Yew Soon Ong and Yaochu Jin}, pages = {269--296}, publisher = {Springer}, year = {2007}, note = {ISBN 978-3-540-49772-1} } @inproceedings{Reyes09, author = {Orlando Reyes and Gustavo S\'{a}nchez and Miguel Strefezza}, title = {{Multiobjective GA-Fuzzy Logic Controller - Applied to a pH Reactor}}, booktitle = {6th International Conference on Informatics in Control, Automation and Robotics (ICINCO 2009)}, address = {Milan, Italy}, pages = {384--389}, month = {July}, year = {2009} } @phdthesis{Reynolds97, author = {J.H. Reynolds}, title = {Multi-{C}riteria {A}ssessment of {E}cological {P}rocess {M}odels using {P}areto {O}ptimization}, school = {University of Washington}, address = {Seattle, Washington, USA}, year = {1997} } @article{Reynolds99, author = {J.H. Reynolds and E.D. Ford}, title = {Multi-criteria assessment of ecological process models}, journal = {Ecology}, pages = {538--553}, volume = {80}, number = {2}, month = {March}, year = {1999} } @inproceedings{Reynolds06, author = {Alan Reynolds and Beatriz {de la Iglesia}}, title = {Rule {I}nduction {U}sing {M}ulti-{O}bjective {M}etaheuristics: {E}ncouraging {R}ule {D}iversity}, booktitle = {2006 International Joint Conference on Neural Networks (IJCNN'2006)}, pages = {6375--6382}, publisher = {IEEE}, address = {Vancouver, BC, Canada}, month = {July}, year = {2006} } @inproceedings{Reynolds07, author = {A.P. Reynolds and B. {de la Iglesia}}, title = {Rule {I}nduction for {C}lassification {U}sing {M}ulti-objective {G}enetic {P}rogramming}, booktitle = {Evolutionary Multi-Criterion Optimization, 4th International Conference, EMO 2007}, editor = {Shigeru Obayashi and Kalyanmoy Deb and Carlo Poloni and Tomoyuki Hiroyasu and Tadahiko Murata}, pages = {516--530}, publisher = {Springer. Lecture Notes in Computer Science Vol. 4403}, address = {Matshushima, Japan}, month = {March}, year = {2007} } @inproceedings{Reynolds07a, author = {Alan P. Reynolds and Beatriz de la Iglesia}, title = {Managing {P}opulation {D}iversity {T}hrough the {U}se of {W}eighted {O}bjectives and {M}odified {D}ominance: {A}n {E}xample from {D}ata {M}ining}, booktitle = {Proceedings of the 2007 IEEE Symposium on Computational Intelligence in Multicriteria Decision Making (MCDM'2007)}, pages = {99--106}, publisher = {IEEE Press}, address = {Honolulu, Hawaii, USA}, month = {April}, year = {2007} } @inproceedings{Reynolds09, author = {Alan P. Reynolds and David W. Corne and Beatriz {de la Iglesia}}, title = {{A multiobjective GRASP for rule selection}}, booktitle = {2009 Genetic and Evolutionary Computation Conference (GECCO'2009)}, address = {Montreal, Canada}, publisher = {ACM Press}, pages = {643--650}, month = {July 8--12}, year = {2009}, note = {ISBN 978-1-60558-325-9} } @article{Reynolds09a, author = {Alan P. Reynolds and Beatriz de la Iglesia}, title = {{A multi-objective GRASP for partial classification}}, journal = {Soft Computing}, volume = {13}, number = {3}, pages = {227--243}, month = {February}, year = {2009} } @incollection{Reynolds10, author = {Alan P. Reynolds and David W. Corne and Michael J. Chantler}, title = {{Feature Selection for Multi-purpose Predictive Models: A Many-Objective Task}}, booktitle = {Parallel Problem Solving from Nature--PPSN XI, 11th International Conference, Proceedings, Part I}, publisher = {Springer, Lecture Notes in Computer Science Vol. 6238}, editor = {Robert Schaefer and Carlos Cotta and Joanna Ko{\l}odziej and G\"{u}nter Rudolph}, pages = {384--393}, address = {Krak\'{o}w, Poland}, month = {September}, year = {2010} } @article{Reynoso10, author = {Gilberto Reynoso-Meza and Xavier Blasco and Javier Sanchis}, title = {{Multiobjective Design of PID controllers for the 2008-2009 Control Benchmark}}, journal = {Revista Iberoamericana De Automatica E Informatica Industrial}, volume = {6}, number = {4}, pages = {98-108}, month = {October}, year = {2009} } @INPROCEEDINGS{Reynoso10a, author = {Gilberto Reynoso-Meza and Xavier Blasco and Javier Sanchis and Miguel Mart\'{i}nez}, title = {{Multiobjective optimization algorithm for solving constrained single objective problems}}, booktitle = {2010 IEEE Congress on Evolutionary Computation (CEC'2010)}, year = {2010}, pages = {3418--3424}, address = {Barcelona, Spain}, month = {July 18--23}, publisher = {IEEE Press} } @inproceedings{Reynoso10b, author = {Gilberto Reynoso-Meza and Javier Sanchis and Xavier Blasco and Miguel Mart\'{\i}nez}, title = {{Design of Continuous Controllers Using a Multiobjective Differential Evolution Algorithm with Spherical Pruning}}, booktitle = {Applications of Evolutionary Computation, EvoApplicatons 2010: EvoCOMPLEX, EvoGAMES, EvoIASP, EvoINTELLIGENCE, EvoNUM, and EvoSTOC}, editor = {Cecilia Di Chio and Stefano Cagnoni and Carlos Cotta and Marc Ebner and Anik\'{o} Ek\'{a}rt and Anna I. Esparcia-Alc\'{a}zar and Chi-Keong Goh and Juan J. Merelo and Ferrante Neri and Mike Preuss and Julian Togelius and Georgios N. Yannakakis}, pages = {532--541}, publisher = {Springer. Lecture Notes in Computer Science Vol. 6024}, address = {Istanbul, Turkey}, month = {April 7-9}, year = {2010} } @ARTICLE{Rezaei11, author = {Jafar Rezaei and Mansoor Davoodi}, title = {{Multi-objective models for lot-sizing with supplier selection}}, journal = {International Journal of production Ecomonics}, volume = {130}, number = {1}, pages = {77--86}, month = {March}, year = {2011} } @inproceedings{Rezaie10, author = {Hamed Rezaie and Naser NematBaksh and Farhad Mardukhi}, title = {{A Multi-Objective Particle Swarm Optimization for Web Service Composition}}, booktitle = {Networked Digital Technologies, Second International Conference, NDT 2010}, editor = {Filip Zavoral and Jakub Yaghob and Pit Pichappan and Eyas El-Qawasmeh}, pages = {112--122}, address = {Prague, Czech Republic}, month = {July 7-9}, year = {2010} } @article{Ribeiro08, author = {Celso C. Ribeiro and Daniel Aloise and Thiago F. Noronha and Caroline Rocha and Sebasti\'{a}n Urrutia}, title = {A hybrid heuristic for a multi-objective real-life car sequencing problem with painting and assembly line constraints}, journal = {European Journal of Operational Research}, volume = {191}, number = {3}, pages = {981--992}, month = {December}, year = {2008} } @INPROCEEDINGS{Richards10, author = {Zach D. Richards and Kimon Valavanis}, title = {{Particle Swarm trade-off curve analysis for bi-objective optimization}}, booktitle = {2010 IEEE Congress on Evolutionary Computation (CEC'2010)}, year = {2010}, pages = {3749--3754}, address = {Barcelona, Spain}, month = {July 18--23}, publisher = {IEEE Press} } @ARTICLE{Richardson11, author = {Steven J. Richardson and Melinda R. Hodkiewicz}, title = {{Modeling Tool to Support Budgeting and Planning Decisions for Pump Overhauls}}, journal = {Journal of Water Resources Planning and Management-Asce}, volume = {137}, number = {4}, pages = {327--334}, month = {July - August}, year = {2011} } @inproceedings{Richter02, author = {Hendrik Richter}, title = {An {E}volutionary {A}lgorithm for {C}ontrolling {C}haos: {T}he {U}se of {M}ulti-objective {F}itness {F}unctions}, booktitle = {Parallel Problem Solving from Nature---PPSN VII}, editor = {Juan Juli\'{a}n {Merelo Guerv\'{o}s} and Panagiotis Adamidis and Hans-Georg Beyer and Jos\'{e}-Luis Fern\'{a}ndez-Villaca\~{n}as and Hans-Paul Schwefel}, publisher = {Springer-Verlag. Lecture Notes in Computer Science No. 2439}, month = {September}, pages = {308--317}, address = {Granada, Spain}, year = {2002} } @mastersthesis{Rickard01, author = {Heather Erin Rickard}, title = {Feature {S}election for {S}elf-{O}rganizing {F}eature {M}ap {N}eural {N}etworks {W}ith {A}pplications in {M}edical {I}mage {S}egmentation}, school = {Department of Electrical Engineering, University of Louisville}, month = {December}, year = {2001} } @inproceedings{Ridder05, author = {Jeffrey P. Ridder and Jason C. HandUber}, title = {Mission {P}lanning for {J}oint {S}upression of {E}nemy {A}ir {D}efenses {U}sing a {G}enetic {A}lgorithm}, booktitle = {2005 Genetic and Evolutionary Computation Conference (GECCO'2005)}, editor = {Hans-Georg Beyer et al.}, pages = {1929--1936}, publisher = {ACM Press}, volume = {2}, address = {New York, USA}, month = {June}, year = {2005} } @inproceedings{Rieffel04, author = {John Rieffel and Jordan Pollack}, title = {The {E}mergence of {O}ntogenic {S}caffolding in a {S}tochastic {D}evelopment {E}nvironment}, booktitle = {Genetic and Evolutionary Computation--GECCO 2004. Proceedings of the Genetic and Evolutionary Computation Conference. Part I}, editor = {Kalyanmoy Deb et al.}, pages = {804--815}, publisher = {Springer-Verlag, Lecture Notes in Computer Science Vol. 3102}, address = {Seattle, Washington, USA}, month = {June}, year = {2004} } @inproceedings{Rieffel05, author = {John Rieffel and Jordan Pollack}, title = {Evolving {A}ssembly {P}lans for {F}ully {A}utomated {D}esign and {A}ssembly}, booktitle = {2005 NASA/DoD Conference on Evolvable Hardware}, editor = {Jason Lohn and David Gwaltney and Gregory Hornby and Ricardo Zebulum and Didier Keymeulen and Adrian Stoica}, pages = {165--170}, publisher = {IEEE Computer Society Press}, address = {Los Alamitos, California}, month = {July}, year = {2005} } @inproceedings{Rieffel05a, author = {John Rieffel and Jordan Pollack}, title = {Automated {A}ssembly as {S}ituated {D}evelopment: {U}sing {A}rtificial {O}ntogenies to {E}volve {B}uildable 3-{D} {O}bjects}, booktitle = {2005 Genetic and Evolutionary Computation Conference (GECCO'2005)}, editor = {Hans-Georg Beyer et al.}, pages = {99--106}, publisher = {ACM Press}, volume = {1}, address = {New York, USA}, month = {June}, year = {2005} } @inproceedings{Rieffel05b, author = {John Rieffel and Jordan Pollack}, title = {Crossing the {F}abrication {G}ap: {E}volving {A}ssembly {P}lans to {B}uild 3-{D} {O}bjects}, booktitle = {2005 IEEE Congress on Evolutionary Computation (CEC'2005)}, pages = {529--536}, volume = {1}, publisher = {IEEE Service Center}, month = {September}, address = {Edinburgh, Scotland}, year= {2005} } @phdthesis{Rieffel06, author = {John Rieffel}, title = {{Evolutionary Fabrication: The Co-Evolution of Form and Formation}}, school = {The Faculty of the Graduate School of Arts and Sciences, Michtom School of Computer Science, Brandeis University}, address = {Waltham, Massachusetts, USA}, month = {May}, year = {2006} } @mastersthesis{Rifai05, author = {Hicham Rifai}, title = {Turbojet Engine Performance Modelling using Multi-Objective Optimization Algorithms}, school = {Department of Mathematics, Chalmers University of Technology and G\"{o}teborg University}, address = {G\"{o}tenborg, Sweden}, month = {August}, year = {2005} } @inproceedings{Rigoni10, author = {Enrico Rigoni and Alessandro Turco}, title = {{Metamodels for Fast Multi-Objective optimization: Trading Off Global Exploration and Local Exploitation}}, booktitle = {Simulated Evolution and Learning, 8th International Conference, SEAL 2010}, editor = {Kalyanmoy Deb and Arnab Bhattacharya and Nirupam Chakraborti and Partha Chakroborty and Swagatam Das and Joydeep Dutta and Santosh K. 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Siddique}, title = {{Evolutionary Multi-Objective Clustering for Overlapping Clusters Detection}}, booktitle = {2009 IEEE Congress on Evolutionary Computation (CEC'2009)}, publisher = {IEEE Press}, pages = {976--982}, address = {Trondheim, Norway}, month = {May}, year = {2009} } @inproceedings{Ripon11, author = {Kazi Shah Nawaz Ripon and Kashif Nizam Khan and Kyree Glette and Mats Hovin and Jim Torresen}, title = {{Using Pareto-Optimality for Solving Multi-Objective Unequal Area Facility Layout Problem}}, booktitle = {2011 Genetic and Evolutionary Computation Conference (GECCO'2011)}, pages = {681--688}, publisher = {ACM Press}, address = {Dublin, Ireland}, month = {July 12-16}, year = {2011} } @article{Risco08, author = {Jose L. Risco-Martin and David Atienza and J. 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Third International Conference, EMO 2005}, editor = {Carlos A. {Coello Coello} and Arturo {Hern\'{a}ndez Aguirre} and Eckart Zitzler}, publisher = {Springer. Lecture Notes in Computer Science Vol. 3410}, pages = {707--720}, address = {Guanajuato, M\'{e}xico}, month = {March}, year = {2005} } @INPROCEEDINGS{Rivas07, author = {F. Rivas-D\'{a}valos and E. Moreno-Goytia and G. Guti\'{e}rrez-Alacaraz and J. Tovar-Hern\'{a}ndez}, title = {{Evolutionary Multi-Objective Optimization in Power Systems: State-of-the-Art}}, booktitle = {2007 IEEE Lausanne Power Tech}, pages = {2093--2098}, publisher = {IEEE Computer Society Press}, address = {Lausanne, Switzerland}, month = {July 1-5}, year = {2007} } @article{Rivera07, author = {A.J. Rivera and I. Rojas and J. 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Vasant}, title = {Fuzzy {O}ptimization with {M}ulti-{O}bjective {E}volutionary {A}lgorithms: a {C}ase {S}tudy}, booktitle = {Proceedings of the 2007 IEEE Symposium on Computational Intelligence in Multicriteria Decision Making (MCDM'2007)}, pages = {58--64}, publisher = {IEEE Press}, address = {Honolulu, Hawaii, USA}, month = {April}, year = {2007} } @article{Sanchez08, author = {Luciano Sanchez and Jose R. Villar}, title = {{Obtaining transparent models of chaotic systems with multi-objective simulated annealing algorithm}}, journal = {Information Sciences}, volume = {178}, number = {4}, pages = {952--970}, month = {February 15}, year = {2008} } @inproceedings{Sanchez09, author = {Gustavo S\'{a}nchez and Miguel Strefezza and Orlando Reyes}, title = {{A Multi-Objective Approach To Approximate The Stabilizing Region For Linear Control Systems}}, booktitle = {6th International Conference on Informatics in Control, Automation and Robotics (ICINCO 2009)}, address = {Milan, Italy}, pages = {153--158}, month = {July}, year = {2009} } @article{Sanchez09a, author = {Luciano Sanchez and Jose Otero and Ines Couso}, title = {{Obtaining linguistic fuzzy rule-based regression models from imprecise data with multiobjective genetic algorithms}}, journal = {Soft Computing}, volume = {13}, number = {5}, pages = {467--479}, month = {March}, year = {2009} } @article{Sanchez10, author = {J. {Sanchez-Monedero} and C. {Hervas-Martinez} and P.A. Gutierrez and Mariano {Carbonero Ruz} and M.C. {Ramirez Moreno} and M. {Cruz-Ramirez}}, title = {{Evaluating the Performance of Evolutionary Extreme Learning Machines by a Combination of Sensitivity and Accuracy Measures}}, journal = {Neural Network World}, volume = {20}, number = {7}, pages = {899--912}, year = {2010} } @ARTICLE{Sanchez11, author = {Javier Sanchez-Monedero and Pedro A. Gutierrez and F. Fernandez-Navarro and C. Hervas-Martinez}, title = {{Weighting Efficient Accuracy and Minimum Sensitivity for Evolving Multi-Class Classifiers}}, journal = {Neural Processing Letters}, volume = {34}, number = {2}, pages = {101--116}, month = {October}, year = {2011} } @article{Sanchis08, author = {J. Sanchis and M. Martinez and X. Blasco}, title = {Multi-objective engineering design using preferences}, journal = {Engineering Optimization}, volume = {40}, number = {3}, pages = {253--269}, year = {2008} } @ARTICLE{Sanchis10, author = {Javier Sanchis and Miguel A. 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Sankararao and Santosh K. Gupta}, title = {{Multiobjective optimization of the dynamic operation of an idustrial stream reformer using the jumping gene adaptations od simulated annealing}}, journal = {Asia-Pacific Journal Chemical Engineering}, volume = {1}, number = {1-2}, pages = {21-31}, month = {November-December}, year = {2006} } @ARTICLE{Sankararao07, author = {B. Sankararao and Santosh K. Gupta}, title = {{Multi-objective optimization of an industrial fluidized-bed catalytic cracking unit (FCCU) using two jumping gene adaptations of simulated annealing}}, journal = {Computers \& Chemical Engineering}, volume = {31}, number = {11}, pages = {1496--1515}, month = {November}, year = {2007} } @article{Sankararao11, author = {B. 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Embrechts and Okan Ersoy}, pages = {211--220}, volume = {15}, publisher = {ASME Press}, address = {St. Louis, Missouri, USA}, month = {November}, year = {2005} } @article{Santana05a, author = {Luis Vicente Santana-Quintero and Carlos A. {Coello Coello}}, title = {An {A}lgorithm {B}ased on {D}ifferential {E}volution for {M}ulti-{O}bjective {P}roblems}, journal = {International Journal of Computational Intelligence Research}, volume = {1}, number = {2}, pages = {151--169}, year = {2005} } @incollection{Santana06, author = {Luis V. Santana-Quintero and Noel Ram\'{\i}rez-Santiago and Carlos A. {Coello Coello} and Juli\'{a}n {Molina Luque} and Alfredo Garc\'{\i}a Hern\'{a}ndez-D\'{\i}az}, title = {A {N}ew {P}roposal for {M}ultiobjective {O}ptimization {U}sing {P}article {S}warm {O}ptimization and {R}ough {S}ets {T}heory}, booktitle = {Parallel Problem Solving from Nature - PPSN IX, 9th International Conference}, editor = {Thomas Philip Runarsson and Hans-Georg Beyer and Edmund Burke and Juan J. Merelo-Guerv\'{o}s and L. Darrell Whitley and Xin Yao}, pages = {483--492}, publisher = {Springer. Lecture Notes in Computer Science Vol. 4193}, address = {Reykjavik, Iceland}, month = {September}, year = {2006} } @incollection{Santana06a, author = {Luis V. Santana-Quintero and Noel Ram\'{\i}rez and Carlos {Coello Coello}}, title = {A {M}ulti-objective {P}article {S}warm {O}ptimizer {H}ybridized with {S}catter {S}earch}, booktitle = {MICAI 2006: Advances in Artificial Intelligence, 5th Mexican International Conference on Artificial Intelligence}, editor = {Alexander Gelbukh and Carlos Alberto Reyes-Garcia}, pages = {294--304}, publisher = {Springer, Lecture Notes in Artificial Intelligence Vol. 4293}, address = {Apizaco, Mexico}, month = {November}, year = {2006} } @inproceedings{Santana07, author = {Luis V. Santana-Quintero and V\'{\i}ctor A. Serrano-Hernandez and Carlos A. Coello Coello and Alfredo G. Hern\'{a}ndez-D\'{\i}az and Juli\'{a}n Molina}, title = {Use of {R}adial {B}asis {F}unctions and {R}ough {S}ets for {E}volutionary {M}ulti-{O}bjective {O}ptimization}, booktitle = {Proceedings of the 2007 IEEE Symposium on Computational Intelligence in Multicriteria Decision Making (MCDM'2007)}, pages = {107--114}, publisher = {IEEE Press}, address = {Honolulu, Hawaii, USA}, month = {April}, year = {2007} } @inproceedings{Santana08, author = {Luis V. Santana-Quintero and Carlos A. {Coello Coello} and Alfredo G. Hern\'{a}ndez-D\'{\i}az}, title = {Hybridizing {S}urrogate {T}echniques, {R}ough {S}ets and {E}volutionary {A}lgorithms to {E}fficiently {S}olve {M}ulti-{O}bjective {O}ptimization {P}roblems}, booktitle = {2008 Genetic and Evolutionary Computation Conference (GECCO'2008)}, pages = {763--764}, publisher = {ACM Press}, address = {Atlanta, USA}, month = {July}, year = {2008}, note = {ISBN 978-1-60558-131-6} } @inproceedings{Santana08a, author = {Luis Vicente {Santana Quintero} and Carlos {Coello Coello} and Alfredo G. Hern\'{a}ndez-D\'{\i}az and Jes\'{u}s Mois\'{e}s {Osorio Vel\'{a}zquez}}, title = {Use of {P}article {S}warm to accelerate convergence in a {S}urrogate-based algorithm to solve {M}ulti-objective {O}ptimization {P}roblems}, booktitle = {IEEE Swarm Intelligence Symposium 2008}, publisher = {IEEE Press}, address = {St. Louis, Missouri, USA}, month = {September}, year = {2008} } @incollection{Santana08b, author = {Luis V. Santana-Quintero and Noel Ram\'{\i}rez-Santiago and Carlos A. {Coello Coello}}, title = {{Towards a More Efficient Multi-Objective Particle Swarm Optimizer}}, booktitle = {Multi-Objective Optimization in Computational Intelligence: Theory and Practice}, editor = {Lam Thu Bui and Sameer Alam}, pages = {76--105}, publisher = {Information Science Reference}, address = {Hershey, PA, USA}, year = {2008}, note = {ISBN 978-1-59904-498-9} } @phdthesis{Santana08c, author = {Luis Vicente {Santana Quintero}}, title = {Development of techniques to improve computational efficiency in multi-objective evolutionary algorithms}, school = {Computer Science Department, CINVESTAV-IPN}, address = {Mexico City, Mexico}, month = {November}, year = {2008} } @inproceedings{Santana09, author = {Roberto Santana and Concha Bielza and Jos\'{e} Antonio Lozano and Pedro Larra\~{n}aga}, title = {{Mining probabilistic models learned by EDAs in the optimization of multi-objective problems}}, booktitle = {2009 Genetic and Evolutionary Computation Conference (GECCO'2009)}, address = {Montreal, Canada}, publisher = {ACM Press}, pages = {445--452}, month = {July 8--12}, year = {2009}, note = {ISBN 978-1-60558-325-9} } @INPROCEEDINGS{Santana09a, author = {R. A. Santana and M. R. Pontes and C. J. A. Bastos-Filho}, title = {{A Multiple Objective Particle Swarm Optimization Approach using Crowding Distance and Roulette Wheel}}, booktitle = {Ninth Conference on Intelligent Systems Design and Applications (ISDA'2009)}, pages = {237--242}, publisher = {IEEE Computer Society}, address = {Pisa, Italy}, month = {November-December}, year = {2009} } @article{Santana10, author = {Luis V. Santana-Quintero and Alfredo G. Hern\'{a}ndez-D\'{\i}az and Juli\'{a}n Molina and Carlos A. {Coello Coello} and Rafael Caballero}, title = {{DEMORS: A hybrid Multi-Objective Optimization Algorithm using Differential Evolution and Rough Sets for Constrained Problems}}, journal = {Computers \& Operations Research}, volume = {37}, number = {3}, pages = {470--480}, month = {March}, year = {2010} } @article{Santana10a, author = {Roberto Santana and Concha Bielza and Pedro Larranaga and Jose A. Lozano and Carlos Echegoyen and Alexander Mendiburu and Ruben Armananzas and Siddartha Shakya}, title = {{Mateda-2.0: Estimation of Distribution Algorithms in MATLAB}}, journal = {Journal Of Statistical Software}, volume = {35}, number = {7}, pages = {1--30}, month = {July}, year = {2010} } @incollection{Santana10b, author = {Luis V. Santana-Quintero and Alfredo {Arias Monta\~{n}o} and Carlos A. {Coello Coello}}, title = {{A Review of Techniques for Handling Expensive Functions in Evolutionary Multi-Objective Optimization}}, booktitle = {Computational Intelligence in Expensive Optimization Problems}, editor = {Yoel Tenne and Chi-Keong Goh}, pages = {29--59}, publisher = {Springer}, address = {Berlin, Germany}, year = {2010}, note = {ISBN 978-3-642-10700-9} } @article{Santana11, author = {Roberto Santana and Concha Bielza and Pedro Larranaga}, title = {{Optimizing Brain Networks Topologies Using Multi-objective Evolutionary Computation}}, journal = {Neuroinformatics}, volume = {9}, number = {1}, pages = {3--19}, month = {March}, year = {2011} } @inproceedings{Santos99, author = {Am\^{a}ncio Santos and Ant\'{o}nio Dourado Pereira Correia}, address = {San Antonio, Texas}, booktitle = {Proceedings of the 1999 ACM Symposium on Applied Computing}, key = {Santos and Dourado, 1999}, editor = {Janice Carroll and Hisham Haddad and Dave Oppenheim and Barrett Bryant and Gary B. 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Saker and H.A. Abbass and C. Newton}, title = {Solving {M}ultiobjective {O}ptimization {P}roblems {U}sing {E}volutionary {A}lgorithm}, booktitle = {The International Conference on Computational Intelligence for Modelling, Control and Automation (CIMCA'2001)}, address = {Las Vegas, Nevada}, pages = {149--160}, month = {July}, year = {2001} } @inproceedings{Sarker01a, author = {R. Saker and H.A. Abbass and S. Karim}, title = {An {E}volutionary {A}lgorithm for {C}onstrained {M}ultiobjective {O}ptimization {P}roblems}, booktitle = {The 5th Australasia-Japan Joint Workshop on Intelligent and Evolutionary Systems (AJWIS'2001)}, address = {Dunedin, New Zealand}, pages = {113--122}, month = {November}, year = {2001} } @article{Sarker01b, author = {Ruhul Sarker and Charles Netwon}, title = {Solving a {M}ultiple {O}bjective {L}inear {P}rogram using {S}imulated {A}nnealing}, journal = {Asia-Pacific Journal of Operational Research}, volume = {18}, pages = {109--120}, year = {2001} } @incollection{Sarker02, author = {Ruhul Sarker and Carlos A. {Coello Coello}}, title = {Assessment {M}ethodologies for {M}ultiobjective {E}volutionary {A}lgorithms}, booktitle = {Evolutionary Optimization}, editor = {Ruhul Sarker and Masoud Mohammadian and Xin Yao}, publisher = {Kluwer Academic Publishers}, pages = {177--195}, address = {New York}, month = {February}, year = {2002}, note = {ISBN 0-7923-7654-4} } @incollection{Sarker02a, author = {Ruhul Sarker and H. Abbass and C. Newton}, title = {Solving {T}wo {M}ulti-Objective {O}ptimization {P}roblems using {E}volutionary {A}lgorithm}, booktitle = {Computational Intelligence in Control}, editor = {M. Mohammadian and R. Sarker and X. Yao}, publisher = {Idea Group Publishing}, address = {USA}, year = {2002} } @article{Sarker02b, author = {R. Sarker and K. Liang and C. Newton}, title = {{A New Multiobjective Evolutionary Algorithm}}, journal = {European Journal of Operational Research}, volume = {140}, number = {1}, pages = {12--23}, year = {2002} } @book{Sarker02c, author = {Ruhul Sarker and Masoud Mohammadian and Xin Yao}, title = {Evolutionary Optimization}, publisher = {Kluwer Academic Publishers}, address = {Boston, Massachusetts}, month = {February}, year = {2002}, note = {ISBN 0-7923-7654-4} } @incollection{Sarker03, author = {Ruhul A. Sarker and Hussein A. Abbass and Charles S. Newton}, title = {Solving {T}wo {M}ulti-{O}bjective {O}ptimization {P}roblems {U}sing {E}volutionary {A}lgorithm}, booktitle = {Computational Intelligence in Control}, editor = {Masoud Mohammadian and Ruhul Amin Sarker and Xin Yao}, chapter = {XIII}, pages = {218--232}, address = {Hershey, Philadelphia, USA}, publisher = {Idea Group Publishing}, year = {2003} } @article{Sarker04, author = {Ruhul Sarker and Hussein A. Abbass}, title = {Differential {E}volution for {S}olving {M}ultiobjective {O}ptimization {P}roblems}, journal = {Asia-Pacific Journal of Operational Research}, volume = {21}, number = {2}, pages = {225--240}, month = {June}, year = {2004} } @inproceedings{Sarker07, author = {Ruhul Sarker and Tapabrata Ray and Jos\'{e} Barahona {da Fonseca}}, title = {{An Evolutionary Algorithm for Machine Layout and Job Assignment Problems}}, booktitle = {2007 IEEE Congress on Evolutionary Computation (CEC'2007)}, pages = {3991--3997}, publisher = {IEEE Press}, address = {Singapore}, month = {September}, year = {2007} } @article{Sarker09, author = {Ruhul Sarker and Rapabrata Ray}, title = {{An improved evolutionary algorithm for solving multi-objective crop planning models}}, journal = {Computers and Electronics in Agriculture}, volume = {68}, number = {2}, pages = {191--199}, month = {October}, year = {2009} } @ARTICLE{Saruhan11, author = {Hamit Saruhan}, title = {{Pivoted-pad journal bearings lubrication design}}, journal = {Industrial Lubrication and Tribology}, volume = {63}, number = {2-3}, pages = {119--126}, year = {2011} } @article{Sasaki02, author = {D. Sasaki and S. Obayashi and K. Nakahashi}, title = {Navier-{S}tokes {O}ptimization of {S}upersonic {W}ings with {F}our {O}bjectives {U}sing {E}volutionary {A}lgorithm}, journal = {Journal of Aircraft}, volume = {39}, number = {4}, pages = {621--629}, year = {2002} } @article{Sasaki03, author = {M. Sasaki and M. Gen}, title = {A method of fuzzy multi-objective nonlinear programming with GUB structure by Hybrid Genetic Algorithm}, journal = {International Journal of Smart Engineering Design}, volume = {5}, pages = {281--288}, year = {2003} } @article{Sasaki03a, author = {M. Sasaki and M. Gen}, title = {Fuzzy multiple obejctive optimal system design by hybrid genetic algorithm}, journal = {Applied Soft Computing}, volume = {2}, pages = {189--196}, year = {2003} } @inproceedings{Sastry05, author = {Kumara Sastry and Hussein A. Abbass and David E. Goldberg and D.D. Johnson}, title = {Sub-{S}tructural {N}iching in {E}stimation of {D}istribution {A}lgorithms}, booktitle = {2005 Genetic and Evolutionary Computation Conference (GECCO'2005)}, editor = {Hans-Georg Beyer et al.}, pages = {671--678}, publisher = {ACM Press}, volume = {1}, address = {New York, USA}, month = {June}, year = {2005} } @inproceedings{Sastry05a, author = {Kumara Sastry and Martin Pelikan and David E. Goldberg}, title = {Limits of {S}calability of {M}ultiobjective {E}stimation of {Distribution {A}lgorithms}}, booktitle = {2005 IEEE Congress on Evolutionary Computation (CEC'2005)}, pages = {2217--2224}, volume = {3}, publisher = {IEEE Service Center}, month = {September}, address = {Edinburgh, Scotland}, year= {2005} } @inproceedings{Sastry06, author = {Kumara Sastry and D.D. Johnson and Alexis L. Thompson and David E. Goldberg and Todd J. Martinez and Jeff Leiding and Jane Owens}, title = {Multiobjective {G}enetic {A}lgorithms for {M}ultiscaling {E}xcited {S}tate {D}irect {D}ynamics in {P}hotochemistry}, booktitle = {2006 Genetic and Evolutionary Computation Conference (GECCO'2006)}, editor = {Maarten Keijzer et al.}, pages = {1745--1752}, publisher = {ACM Press. ISBN 1-59593-186-4}, address = {Seattle, Washington, USA}, volume = {2}, month = {July}, year = {2006} } @article{Sastry07, author = {Kumara Sastry and D.D. Johnson and Alexis L. Thompson and David E. Goldberg and Todd J. Martinez and Jeff Leiding and Jane Owens}, title = {Optimization of {S}emiempirical {Q}uantum {C}hemistry {M}ethods via {M}ultiobjective {G}enetic {A}lgorithms: {A}ccurate {P}hotodynamics for {L}arger Molecules and Longer Time Scales}, journal = {Materials and Manufacturing Processes}, volume = {22}, number = {5}, pages = {553--561}, year = {2007} } @book{Sathe08, author = {Madan Sathe}, title = {Interactive Evolutionary Algorithms for Multi-Objective Optimization. Design and Validation of a Hybrid Interactive Reference Point Method}, publisher = {VDM Verlag Dr. M\"{u}ller}, address = {Saarbr\"{u}cken, Germany}, year = {2008} } @inproceedings{Sathe08a, author = {Madan Sathe and G\"{u}nter Rudolph and Kalyanmoy Deb}, title = {{Design and Validation of a Hybrid Interactive Reference Point Method for Multi-Objective Optimization}}, booktitle = {2008 Congress on Evolutionary Computation (CEC'2008)}, pages = {2914--2921}, publisher = {IEEE Service Center}, address = {Hong Kong}, month = {June}, year = {2008} } @incollection{Sathe09, author = {Madan Sathe and Olaf Schenk and Helmar Burkhart}, title = {{Solving Bi-objective Many-Constraint Bin Packing Problems in Automobile Sheet Metal Forming Processes}}, booktitle = {Evolutionary Multi-Criterion Optimization. 5th International Conference, EMO 2009}, publisher = {Springer. Lecture Notes in Computer Science Vol. 5467}, year = {2009}, editor = {Matthias Ehrgott and Carlos M. Fonseca and Xavier Gandibleux and Jin-Kao Hao and Marc Sevaux}, pages = {246--260}, address = {Nantes, France}, month = {April} } @inproceedings{Sato01, author = {Hiroshi Sato and Akira Namatame}, title = {Co-evolution in {S}ocial {I}nteractions}, booktitle = {Proceedings of the Congress on Evolutionary Computation 2001 (CEC'2001)}, publisher = {IEEE Service Center}, address = {Piscataway, New Jersey}, month = {May}, volume = {2}, pages = {1109--1114}, year = {2001} } @inproceedings{Sato04, author = {Hiroyuki Sato and Hern\'{a}n E. Aguirre and Kiyoshi Tanaka}, title = {Local {D}ominance {U}sing {P}olar {C}oordinates to {E}nhance {M}ultiobjective {E}volutionary {A}lgorithms}, booktitle = {2004 Congress on Evolutionary Computation (CEC'2004)}, publisher = {IEEE Service Center}, volume = {1}, pages = {188--195}, address = {Portland, Oregon, USA}, month = {June}, year = {2004} } @inproceedings{Sato04a, author = {Hiroyuki Sato and Hern\'{a}n E. Aguirre and Kiyoshi Tanaka}, title = {Enhanced {M}ulti-objective {E}volutionary {A}lgorithms {U}sing {L}ocal {D}ominance}, booktitle = {Proceedings of the 2004 RISP International Workshop on Nonlinear Circuits and Signal Processing (NCSP 2004)}, publisher = {The Research Institute of Signal Processing Japan}, pages = {319--322}, address = {Hawaii, USA}, month = {March}, year = {2004} } @inproceedings{Sato05, author = {Hiroyuki Sato and Hern\'{a}n E. Aguirre and Kiyoshi Tanaka}, title = {On the {L}ocality of {D}ominance and {R}ecombination in {M}ultiobjective {E}volutionary {A}lgorithms}, booktitle = {2005 IEEE Congress on Evolutionary Computation (CEC'2005)}, pages = {451--458}, volume = {1}, publisher = {IEEE Service Center}, month = {September}, address = {Edinburgh, Scotland}, year= {2005} } @inproceedings{Sato06, author = {Masahiko Sato and Hern\'{a}n E. Aguirre and Kiyoshi Tanaka}, title = {Effects of $\delta$-{S}imilar {E}limination and {C}ontrolled {E}litism in the {NSGA-II} {M}ultiobjective {E}volutionary {A}lgorithm}, booktitle = {2006 IEEE Congress on Evolutionary Computation (CEC'2006)}, pages = {3980--3987}, publisher = {IEEE}, address = {Vancouver, BC, Canada}, month = {July}, year = {2006} } @article{Sato07, author = {Hiroyuki Sato and Hern\'{a}n E. Aguirre and Kiyoshi Tanaka}, title = {Local dominance and local recombination in {MOEA}s on 0/1 multiobjective knapsack problems}, journal = {European Journal of Operational Research}, volume = {181}, number = {3}, pages = {1708--1723}, month = {16 September}, year = {2007} } @inproceedings{Sato07a, author = {Hiroyuki Sato and Hern\'{a}n E. Aguirre and Kiyoshi Tanaka}, title = {Controlling {D}ominance {A}rea of {S}olutions and {I}ts {I}mpact on the {P}erformance of {MOEA}s}, booktitle = {Evolutionary Multi-Criterion Optimization, 4th International Conference, EMO 2007}, editor = {Shigeru Obayashi and Kalyanmoy Deb and Carlo Poloni and Tomoyuki Hiroyasu and Tadahiko Murata}, pages = {5--20}, publisher = {Springer. Lecture Notes in Computer Science Vol. 4403}, address = {Matshushima, Japan}, month = {March}, year = {2007} } @inproceedings{Sato07b, author = {Hiroyuki Sato and Hern\'{a}n E. Aguirre and Kiyoshi Tanaka}, title = {Local {D}ominance {I}ncluding {C}ontrol of {D}ominance {A}rea of {S}olutions in {MOEA}s}, booktitle = {Proceedings of the 2007 IEEE Symposium on Computational Intelligence in Multicriteria Decision Making (MCDM'2007)}, pages = {310--317}, publisher = {IEEE Press}, address = {Honolulu, Hawaii, USA}, month = {April}, year = {2007} } @INPROCEEDINGS{Sato10, author = {Hiroyuki Sato and Hern\'{a}n E. Aguirre and Kiyoshi Tanaka}, title = {{Pareto partial dominance MOEA and hybrid archiving strategy included CDAS in many-objective optimization}}, booktitle = {2010 IEEE Congress on Evolutionary Computation (CEC'2010)}, year = {2010}, pages = {3720--3727}, address = {Barcelona, Spain}, month = {July 18--23}, publisher = {IEEE Press} } @inproceedings{Sato10a, author = {Hiroyuki Sato and Hern\'{a}n E. Aguirre and Kiyoshi Tanaka}, title = {{Self-Controlling Dominance Area of Solutions in Evolutionary Many-Objective Optimization}}, booktitle = {Simulated Evolution and Learning, 8th International Conference, SEAL 2010}, editor = {Kalyanmoy Deb and Arnab Bhattacharya and Nirupam Chakraborti and Partha Chakroborty and Swagatam Das and Joydeep Dutta and Santosh K. Gupta and Ashu Jain and Varun Aggarwal and J\"{u}rgen Branke and Sushil J. Louis and Kay Chen Tan}, pages = {455--465}, publisher = {Springer. Lecture Notes in Computer Science Vol. 6457}, address = {Kanpur, India}, month = {December 1-4}, year = {2010} } @inproceedings{Sato11, author = {Hiroyuki Sato and Hern\'{a}n E. Aguirre and Kiyoshi Tanaka}, title = {{Improved S-CDAS Using Crossover Controlling the Number of Crossed Genes for Many-Objective Optimization}}, booktitle = {2011 Genetic and Evolutionary Computation Conference (GECCO'2011)}, pages = {753--760}, publisher = {ACM Press}, address = {Dublin, Ireland}, month = {July 12-16}, year = {2011} } @inproceedings{Sato11a, author = {Hiroyuki Sato and Hern\'{a}n E. Aguirre and Kiyoshi Tanaka}, title = {{Genetic Diversity and Effective Crossover in Evolutionary Many-Objective Optimization}}, booktitle = {Learning and Intelligent Optimization, 5th International Conference, LION 5}, editor = {Carlos A. {Coello Coello}}, pages = {91--105}, publisher = {Springer. 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Lecture Notes in Computer Science Vol. 4403}, address = {Matshushima, Japan}, month = {March}, year = {2007} } @inproceedings{Saxena07a, author = {Dhish Kumar Saxena and Kalyanmoy Deb}, title = {Trading on {I}nfeasibility by {E}xploiting {C}onstraint's {C}ritically {T}hrough {M}ulti-objectivization: {A} {S}ystem {D}esign {P}erspective}, booktitle = {2007 IEEE Congress on Evolutionary Computation (CEC'2007)}, pages = {919--926}, publisher = {IEEE Press}, address = {Singapore}, month = {September}, year = {2007} } @inproceedings{Saxena08, author = {Dhish Kumar Saxena and Kalyanmoy Deb}, title = {{Dimensionality Reduction of Objectives and Constraints in Multi-Objective Optimization Problems: A System Design Perspective}}, booktitle = {2008 Congress on Evolutionary Computation (CEC'2008)}, pages = {3203--3210}, publisher = {IEEE Service Center}, address = {Hong Kong}, month = {June}, year = {2008} } @inproceedings{Saxena09, author = {Dhish Kumar Saxena and Tapabrata Ray and Kalyanmoy Deb and Ashutosh Tiwari}, title = {{Constrained Many-Objective Optimization: A Way Forward}}, booktitle = {2009 IEEE Congress on Evolutionary Computation (CEC'2009)}, address = {Trondheim, Norway}, publisher = {IEEE Press}, pages = {545--552}, month = {May}, year = {2009} } @inproceedings{Saxena11, author = {Dhish Kumar Saxena and Qingfu Zhang and Jo\~{a}o A. 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Cardeneo}, title = {{Robust Solutions for Vehicle Routing Problems via Evolutionary Multiobjective Optimization}}, booktitle = {2009 IEEE Congress on Evolutionary Computation (CEC'2009)}, publisher = {IEEE Press}, pages = {1605--1612}, address = {Trondheim, Norway}, month = {May}, year = {2009} } @inproceedings{Scheffler00, author = {Michael Scheffler and Gerhard Tr\"{o}ster}, title = {A {M}ulti-{O}bjective {T}est vs. {C}ost {O}ptimization for {E}lectronic {P}roducts}, booktitle = {Proceedings of the 26th IEEE/CPMT International Electronics Manufacturing Technology Symposium}, pages = {344--351}, publisher = {IEEE}, year = {2000} } @inproceedings{Schlichter05, author = {Thomas Schlichter and Christian Haubelt and J\"{u}rgen Teich}, title = {Improving {EA}-based {D}esign {S}pace {E}xploration by {U}tilizing {S}ymbolic {F}easibility {T}ests}, booktitle = {2005 Genetic and Evolutionary Computation Conference (GECCO'2005)}, editor = {Hans-Georg Beyer et al.}, pages = {1945--1952}, publisher = {ACM Press}, volume = {2}, address = {New York, USA}, month = {June}, year = {2005} } @inproceedings{Schlottmann02, author = {Frank Schlottmann and Detlef Seese}, title = {Hybrid multi-objective evolutionary computation of constrained downside risk-return efficient sets for credit portfolio}, booktitle = {Proceedings of the 8th International Conference of the Society for Computational Economics. 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Fleming}, title = {{On-line evolution of robust control systems: an industrial active magnetic bearing application}}, journal = {Control Engineering Practice}, volume = {9}, number = {1}, pages = {37--49}, month = {January}, year = {2001} } @INPROCEEDINGS{Schrum08, author = {Jacob Schrum and Risto Miikkulainen}, title = {{Constructing Complex NPC Behavior via Multi-Objective Neuroevolution}}, booktitle = {Proceedings of the Fourth Artificial Intelligence and Interactive Digital Entertainment Conference (AIIDE 2008)}, pages = {108--113}, publisher = {The AAAI Press}, address = {Stanford, California, USA}, month = {October}, year = {2008} } @inproceedings{Schrum10, author = {Jacob Schrum and Risto Miikkulainen}, title = {{Evolving Agent Behavior in Multiobjective Domains Using Fitness-Based Shaping}}, booktitle = {Proceedings of the 12th annual conference on Genetic and Evolutionary Computation (GECCO'2010)}, pages = {439--446}, publisher = {ACM Press}, address = {Portland, Oregon, USA}, month = {July 7--11}, year = {2010}, note = {ISBN 978-1-4503-0072-8} } @article{Schnecke97, author = {Volker Schnecke and Oliver Vornberger}, title = {Hybrid {G}enetic {A}lgorithms for {C}onstrained {P}lacement {P}roblems}, journal = {IEEE Transactions on Evolutionary Computation}, year = 1997, volume = 1, number = 4, pages = {266--277}, month = {November} } @inproceedings{Schoeman05, author = {I. 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Engelbrecht}, title = {{Scalability of the Vector-based Particle Swarm Optimizer}}, booktitle = {2009 IEEE Congress on Evolutionary Computation (CEC'2009)}, publisher = {IEEE Press}, pages = {1995--2001}, address = {Trondheim, Norway}, month = {May}, year = {2009} } @INCOLLECTION{Schoeman10, author = {Isabella Schoeman and Andries P. Engelbrecht}, title = {{Effect of Particle Initialization on the Performance of Particle Swarm Niching Algorithms}}, booktitle = {Swarm Intelligence. 7th International Conference, ANTS 2010}, publisher = {Springer, Lecture Notes in Computer Science Vol. 6234}, editor = {Marco Dorigo and Mauro Birattari and Gianni A. Di Caro and Ren\'{e} Doursat and Andries P. Engelbrecht and Dario Floreano and Luca Maria Gambardella and Roderich Gro{\ss} and Erol \c{S}ahin and Hiroki Sayama and Thomas St\"{u}tzle}, pages = {560--561}, address = {Brussels, Belgium}, month = {September 8-10}, year = {2010} } @incollection{Schoenauer08, author = {Marc Schoenauer and Pierre Sav\'{e}ant and Vincent Vidal}, title = {Divide-and-{E}volve: a {S}equential {H}ybridization {S}trategy {U}sing {E}volutionary {A}lgorithms}, booktitle = {Advances in Metaheuristic Methods for Hard Optimization}, editor = {Patrick Siarry and Zbigniew Michalewicz}, pages = {179--198}, publisher = {Springer}, year = {2008}, address = {Berlin}, note = {ISBN 978-3-540-72959-4} } @article{Schuller02, author = {J. Schuller and M. Haque}, title = {{An approach for optimisation of vehicle handling behaviour in simulation}}, journal = {Vehicle System Dynamics}, volume = {37}, pages = {24--37}, year = {2002} } @inproceedings{Schutze03, author = {Oliver Sch\"{u}tze and Sanaz Mostaghim and Michael Dellnitz and J\"{u}rgen Teich}, title = {Covering {P}areto {S}ets by {M}ultilevel {E}volutionary {S}ubdivision {T}echniques}, booktitle = {Evolutionary Multi-Criterion Optimization. Second International Conference, EMO 2003}, editor = {Carlos M. Fonseca and Peter J. Fleming and Eckart Zitzler and Kalyanmoy Deb and Lothar Thiele}, publisher = {Springer. Lecture Notes in Computer Science. Volume 2632}, pages = {118--132}, address = {Faro, Portugal}, month = {April}, year = {2003} } @inproceedings{Schutze03a, author = {Oliver Sch\"{u}tze}, title = {A {N}ew {D}ata {S}tructure for the {N}ondominance problem in {M}ulti-objective {O}ptimization}, booktitle = {Evolutionary Multi-Criterion Optimization. Second International Conference, EMO 2003}, editor = {Carlos M. Fonseca and Peter J. Fleming and Eckart Zitzler and Kalyanmoy Deb and Lothar Thiele}, publisher = {Springer. Lecture Notes in Computer Science. Volume 2632}, pages = {509--518}, address = {Faro, Portugal}, month = {April}, year = {2003} } @article{Schutze11, author = {Oliver Sch\"{u}tze and Carlos A. {Coello Coello} and Massimiliano Vasile}, title = {{Computing the Set of Epsilon-Efficient Solutions in Multiobjective Space Mission Design}}, journal = {Journal of Aerospace Computing Information and Communication}, volume = {8}, number = {3}, pages = {53--70}, year = {2011} } @article{schutze11a, author = {Oliver Sch\"{u}tze and Adriana Lara and Carlos A. {Coello Coello}}, title = {{On the Influence of the Number of Objectives on the Hardness of a Multiobjective Optimization Problem}}, journal = {IEEE Transactions on Evolutionary Computation}, volume = {15}, number = {4}, pages = {444--455}, month = {August}, year = {2011} } @phdthesis{Schutze04, author = {Oliver Sch\"{u}tze}, title = {Set {O}riented {M}ethods for {G}lobal {O}ptimization}, school = {Fakult\"{a}t f\"{u}r Elektrotechnik, Informatik und Mathematik, Universit\"{a}t Paderborn}, address = {Paderborn, Germany}, month = {December}, year = {2004} } @inproceedings{Schutze07, author = {Oliver Schuetze and Marco Laumanns and Emilia Tantar and Carlos A. {Coello Coello} and El-ghazali Talbi}, title = {Convergence of {S}tochastic {S}earch {A}lgorithms to {G}ap-{F}ree {P}areto {F}ront {A}pproximations}, booktitle = {2007 Genetic and Evolutionary Computation Conference (GECCO'2007)}, editor = {Dirk Thierens}, pages = {892--899}, volume = {1}, publisher = {ACM Press}, address = {London, UK}, month = {July}, year = {2007} } @inproceedings{Schutze07a, author = {Oliver Sch\"{u}tze and Laetitia Jourdan and Thomas Legrand and El-Ghazali Talbi and Jean Luc Wojkiewicz}, title = {A {M}ulti-objective {A}pproach to the {D}esign of {C}onducting {P}olymer {C}omposites for {E}lectromagnetic {S}hielding}, booktitle = {Evolutionary Multi-Criterion Optimization, 4th International Conference, EMO 2007}, editor = {Shigeru Obayashi and Kalyanmoy Deb and Carlo Poloni and Tomoyuki Hiroyasu and Tadahiko Murata}, pages = {590--603}, publisher = {Springer. Lecture Notes in Computer Science Vol. 4403}, address = {Matshushima, Japan}, month = {March}, year = {2007} } @incollection{Schutze07b, author = {Oliver Sch\"{u}tze and Carlos {Coello Coello} and El-Ghazali Talbi}, title = {Approximating the $\epsilon$-{E}fficient {S}et of an {MOP} with {S}tochastic {S}earch {A}lgorithms}, booktitle = {MICAI 2007: Advances in Artificial Intelligence, 6th International Conference on Artificial Intelligence}, editor = {Alexander Gelbukh and \'{A}ngel Fernando Kuri Morales}, pages = {128--138}, publisher = {Springer, Lecture Notes in Artificial Intelligence Vol. 4827}, month = {November}, address = {Aguascalientes, M\'{e}xico}, year = {2007} } @article{Schutze08, author = {Oliver Sch\"{u}tze and Carlos A. {Coello Coello} and Sanaz Mostaghim and El-Ghazali Talbi and Michael Dellnitz}, title = {Hybridizing {E}volutionary {S}trategies with {C}ontinuation {M}ethods for {S}olving {M}ulti-{O}bjective {P}roblems}, journal = {Engineering Optimization}, volume = {40}, number = {5}, pages = {383--402}, month = {May}, year = {2008} } @incollection{Schutze08a, author = {Oliver Sch\"{u}tze and Massimiliano Vasile and Carlos A. {Coello Coello}}, title = {Approximate {S}olutions in {S}pace {M}ission {D}esign}, booktitle = {Parallel Problem Solving from Nature--PPSN X}, editor = {G\"{u}nter Rudolph and Thomas Jansen and Simon Lucas and Carlo Poloni and Nicola Beume}, pages = {805--814}, address = {Dortmund, Germany}, publisher = {Springer. 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Cerqueira}, title = {{Multi-objective optimal reservoir operation}}, booktitle = {2010 IEEE Congress on Evolutionary Computation (CEC'2010)}, year = {2010}, pages = {3369--3373}, address = {Barcelona, Spain}, month = {July 18--23}, publisher = {IEEE Press} } @inproceedings{Scriven08, author = {Ian Scriven and David Ireland and Andrew Lewis and Sanaz Mostaghim and J\"{u}rgen Branke}, title = {{Asynchronous Multiple Objective Particle Swarm Optimisation in Unreliable Distributed Environments}}, booktitle = {2008 Congress on Evolutionary Computation (CEC'2008)}, pages = {2486--2491}, publisher = {IEEE Service Center}, address = {Hong Kong}, month = {June}, year = {2008} } @inproceedings{Scriven08a, author = {Ian Scriven and Andrew Lewis and David Ireland and Junwei Lu}, title = {{Decentralised Distributed Multiple Objective Particle Swarm Optimisation Using Peer-to-Peer Networks}}, booktitle = {2008 Congress on Evolutionary Computation (CEC'2008)}, pages = {2930--2933}, publisher = {IEEE Service Center}, address = {Hong Kong}, month = {June}, year = {2008} } @inproceedings{Scriven09, author = {Ian Scriven and Andrew Lewis and Sanaz Mostaghim}, title = {{Dynamic Search Initialisation Strategies for Multi-Objective Optimisation in Peer-to-Peer Networks}}, booktitle = {2009 IEEE Congress on Evolutionary Computation (CEC'2009)}, publisher = {IEEE Press}, pages = {1515--1522}, address = {Trondheim, Norway}, month = {May}, year = {2009} } @inproceedings{Secrest09, author = {Barry R. 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Mielno 2012}, editor = {Tomasz Kiczkowiak and Wojciech Tarnowski}, pages = {105--132}, publisher = {Wydawnictwo Uczelniane Politechniki Koszaliskiej}, address = {Koszalin, Poland}, year = {2012} } @incollection{Seljak06, author = {Barbara Korou\v{s}i\'{c} Seljak}, title = {Dietary {M}enu {P}lanning by {E}volutionary {C}omputation}, booktitle = {Bioinspired Optimization Methods and their Applications}, editor = {Bogdan Filipi\v{c} and Jurij \v{S}ilc}, pages = {87--98}, publisher = {Jo\v{z}ef Stefan Institute}, month = {October}, year = {2006} } @article{Selmic10, author = {Milica Selmic and Dusan Teodorovic and Katarina Vukadinovic}, title = {{Locating inspection facilities in traffic networks: an artificial intelligence approach}}, journal = {Transportation Planning And Technology}, volume = {33}, number = {6}, pages = {481--493}, year = {2010} } @incollection{Selvabala10, author = {B. Selvabala and D. 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Erman Tekkaya and Marco Schikorra and Matthias Kleiner}, title = {{Increasing he Production Accuracy of Profile Bending with Methods of Computational Intelligence}}, journal = {Evolutionary Computation}, volume = {17}, number = {4}, pages = {561--576}, month = {Winter}, year = {2009} } @inproceedings{Serafini94, author = {Paolo Serafini}, title = {Simulated {A}nnealing for {M}ultiple {O}bjective {O}ptimization {P}roblems}, booktitle = {Proceedings of the Tenth International Conference on Multiple Criteria Decision Making: Expand and Enrich the Domains of Thinking and Application}, editor = {G.H. Tzeng and H.F. Wang and U.P. Wen and P.L. Yu}, pages = {283--294}, publisher = {Springer-Verlag}, address = {Berlin}, volume = {1}, year = {1994} } @book{Sen98, author = {P. Sen and J. B. 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Banga}, title = {{Efficient and robust multi-objective optimization of food processing: A novel approach with application to thermal sterilization}}, journal = {Journal of Food Engineering}, volume = {98}, number = {3}, pages = {317--324}, month = {June}, year = {2010} } @inproceedings{Seng09, author = {Choo Chwee Seng and Chua Ching Lian and Low Kin Ming Spencer and Ong Wee Sze Darren}, title = {{A Co-Evolutionary Approach for Military Operational Analysis}}, booktitle = {2009 ACM SIGEVO Summit on Genetic and Evolutionary Computation (GEC'2009)}, publisher = {ACM Press}, pages = {67--74}, address = {Shanghai, China}, month = {June 12-14}, year = {2009}, note = {ISBN 978-1-60558-326-6} } @inproceedings{Sengupta11, author = {Soumyadip Sengupta and Md. Nasir and Arnab Kumar Mondal and Swagatam Das}, title = {{An Improved Multi-Objective Algorithm Based on Decomposition with Fuzzy Dominance for Deployment of Wireless Sensor Networks}}, booktitle = {Swarm, Evolutionary, and Memetic Computing, Second International Conference, SEMCCO 2011}, editor = {Bijaya Ketan Panigrahi and Ponnuthurai Nagaratnam Suganthan and Swagatam Das and Suresh Chandra Satapathy}, pages = {688--696}, publisher = {Springer. Lecture Notes in Computer Science Vol. 7076}, address = {Visakhapatnam, Andhra Pradesh, India}, month = {December 19-21}, year = {2011} } @ARTICLE{Sengupta12, author = {Soumi Sengupta and Sanghamitra Bandyopadhyay}, title = {{De Novo Design of Potential RecA Inhibitors Using MultiObjective Optimization}}, journal = {IEEE-ACM Transactions on Computational Biology and Bioinformatics}, volume = {9}, number = {4}, pages = {1139--1154}, month = {July-August}, year = {2012} } @article{Senouci09, author = {Ahmed Senouci and Khaled El-Rayes}, title = {{Time-Profit Trade-Off Analysis for Construction Projects}}, journal = {Journal of Construction Engineering and Management-ASCE}, volume = {135}, number = {8}, pages = {718--725}, month = {August}, year = {2009} } @ARTICLE{Senthilkumaar12, author = {J.S. Senthilkumaar and P. Selvarani and R.M. Arunachalam}, title = {{Intelligent optimization and selection of machining parameters in finish turning and facing of Inconel 718}}, journal = {International Journal of Advanced Manufacturing Technology}, volume = {58}, number = {9-12}, pages = {885--894}, month = {February}, year = {2012} } @ARTICLE{Senthilkumar10, author = {C. Senthilkumar and G. Ganesan and R. Karthikeyan}, title = {{Bi-performance optimization of electrochemical machining characteristics of Al/20\%SiCp composites using NSGA-II}}, journal = {Proceedings of the Institution of Mechanical Engineers Part B-Journal of Engineering Manufacture}, volume = {224}, number = {B9}, pages = {1399--1407}, year = {2010} } @ARTICLE{Senthilkumar11, author = {C. Senthilkumar and G. Ganesan and R. Karthikeyan}, title = {{Parametric optimization of electrochemical machining of Al/15\% SiC(p) composites using NSGA-II}}, journal = {Transactions of Nonferrous Metals Society of China}, volume = {21}, number = {10}, pages = {2294--2300}, month = {October}, year = {2011} } @article{Senties09, author = {O. Baez Senties and C. Azzaro-Oantel and L. Pibouleau and S. Domenech}, title = {{A Neural Network and a Genetic Algorithm for Multiobjective Scheduling of Semiconductor Manufacturing Plants}}, journal = {Industrial \& Engineering Chemistry Research}, volume = {48}, number = {21}, pages = {9546--9555}, month = {November 4}, year = {2009} } @article{Sergaki02, author = {A. Sergaki and K. 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Abbass}, title = {{Fleet Estimation for Defence Logistics Using a Multi-Objective Learning Classifier System}}, booktitle = {2011 Genetic and Evolutionary Computation Conference (GECCO'2011)}, pages = {1195--1202}, publisher = {ACM Press}, address = {Dublin, Ireland}, month = {July 12-16}, year = {2011} } @article{Shafii09, author = {M. Shafii and F. {De Smedt}}, title = {{Multi-objective calibration of a distributed hydrological model (WetSpa) using a genetic algorithm}}, journal = {Hydrology and Earth System Sciences}, volume = {13}, number = {11}, pages = {2137--2149}, year = {2009} } @incollection{Shah09, author = {Nipen M. Shah and Gade Pandu Rangaiah and Andrew F. A. Hoadley}, title = {{Multi-Objective Optimization of Multi-Stage Gas-Phase Refrigeration Systems}}, booktitle = {Multi-Objective Optimization Techniques and Applications in Chemical Engineering}, editor = {Rangaiah Gade Pandu}, pages = {237--276}, chapter = {8}, publisher = {World Scientific}, address = {Singapore}, year = {2009}, note = {ISBN 978-981-283-651-9} } @article{Shah11, author = {Ruchit Shah and Patrick Reed}, title = {{Comparative analysis of multiobjective evolutionary algorithms for random and correlated instances of multiobjective d-dimensional knapsack problems}}, journal = {European Journal of Operational Research}, volume = {211}, number = {3}, pages = {466--479}, month = {January 16}, year = {2011} } @article{Shalaby08, author = {Mohammed Shalaby and Kazuhiro Saitou}, title = {{Design for Disassembly with High-Stiffness Heat-Reversible Locator-Snap Systems}}, journal = {Journal of Mechanical Design}, volume = {130}, number = {12}, month = {December}, year = {2008}, note = {Article Number: 121701} } @article{Shalaby09, author = {Mohammed Shalaby and Jazuhiro Saitou}, title = {{High-Stiffness, Lock-and-Key Heat-Reversible Locator-Snap Systems for the Design for Disassembly}}, journal = {Journal of Mechanical Design}, volume = {131}, number = {4}, month = {April}, year = {2009}, note = {Article number: 041005} } @article{Shalaby09a, author = {Mohammed M. Shalaby and Zhongde Wang and Linda L-W. Chow and Brian D. Jensen and John L. Volakis and Katsuo Kurabayashi and Kazuhiro Saitou}, title = {{Robust Design of RF-MEMS Cantilever Switches Using Contact Physics Modelling}}, journal = {IEEE Transactions on Industrial Electronics}, volume = {56}, number = {4}, pages = {1012--1021}, month = {April}, year = {2009} } @inproceedings{Shang05, author = {Ronghua Shang and Licheng Jiao and Maoguo Gong and Bin Lu}, title = {Clonal {S}election {A}lgorithm for {D}ynamic {M}ultiobjective {O}ptimization}, booktitle = {Computational Intelligence and Security. 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El-Gammal}, title = {{Particle Swarm Optimization PSO: A New Search Tool in Power System and Electro Technology}}, booktitle = {Computational Intelligence in Power Engineering}, editor = {Bijaya Ketan Panigrahi and Ajith Abraham and Swagatam Das}, pages = {235--294}, publisher = {Springer}, series = {Studies in Computational Intelligence (SCI)}, address = {Berlin}, year = {2010}, note = {ISBN 978-3-642-14012-9} } @article{Sharifi09, author = {Reza Sharifi and Hossein Heydari}, title = {{Multiobjective Optimization for HTS Fault-Current Limiters Based on Normalized Simulated Annealing}}, journal = {IEEE Transactions on Applied Superconductivity}, volume = {19}, number = {4}, pages = {3675--3682}, month = {August}, year = {2009} } @article{Sharifi11, author = {Soroosh Sharifi and Mark Sterling and Donald W. Knight}, title = {{Can the application of a multi-objective evolutionary algorithm improve conveyance estimation?}}, journal = {Water and Environment Journal}, volume = {25}, number = {2}, pages = {230--240}, month = {June}, year = {2011} } @article{Shariatmadar10, author = {S.M. Shariatmadar and H. Khomami Pamsari and V. Amir and A. SiahVashi}, title = {{Multi-Objective Reactive Power Control by a Global Best Harmony Search Algorithm}}, journal = {International Review of Electrical Engineering-IREE, Part B}, volume = {5}, number = {6}, pages = {2914--2918}, month = {November--December}, year = {2010} } @inproceedings{Sharma05, author = {B. Sharma and I. Parmee and M. Whittaker and A. Sedwell}, title = {Drug {D}iscovery: {E}xploring the {U}tility of {C}luster {O}riented {G}enetic {A}lgorithms in {V}irtual {L}ibrary {D}esign}, booktitle = {2005 IEEE Congress on Evolutionary Computation (CEC'2005)}, pages = {668--675}, volume = {1}, publisher = {IEEE Service Center}, month = {September}, address = {Edinburgh, Scotland}, year= {2005} } @inproceedings{Sharma07, author = {Deepak Sharma and Abhay Kumar and Kalyanmoy Deb and Karthik Sindhya}, title = {Hybridization of {SBX} {B}ased {NSGA-II} and {S}equential {Q}uadratic {P}rogramming for {S}olving {M}ulti-objective {O}ptimization {P}roblems}, booktitle = {2007 IEEE Congress on Evolutionary Computation (CEC'2007)}, pages = {3003--3010}, publisher = {IEEE Press}, address = {Singapore}, month = {September}, year = {2007} } @inproceedings{Sharma08, author = {Deepak Sharma and Kalyanmoy Deb and N. N. Kishore}, title = {{A Domain-Specific Crossover and a Helper Objective for Generating Minimum Weight Compliant Mechanisms}}, booktitle = {2008 Genetic and Evolutionary Computation Conference (GECCO'2008)}, pages = {1723--1724}, publisher = {ACM Press}, address = {Atlanta, USA}, month = {July}, year = {2008}, note = {ISBN 978-1-60558-131-6} } @inproceedings{Sharma08a, author = {Deepak Sharma and Kalyanmoy Deb and N. N. Kishore}, title = {{Towards Generating Diverse Topologies of Path Tracing Compliant Mechanisms Using A Local Search Based Multi-Objective Genetic Algorithm Procedure}}, booktitle = {2008 Congress on Evolutionary Computation (CEC'2008)}, pages = {2004--2011}, publisher = {IEEE Service Center}, address = {Hong Kong}, month = {June}, year = {2008} } @article{Sharma09, author = {Asish Kumar Sharma and Chandramoulli Kuishreshtha and Keemin Sohn and Kee-Sun Sohn}, title = {{Systematic Control of Experimental Inconsistensy in Combinatorial Materials Science}}, journal = {Journal of Combinatorial Chemistry}, volume = {11}, number = {1}, pages = {131--137}, month = {January-February}, year = {2009}, } @article{Sharma09a, author = {Asish Kumar Sharma and Chandramouli Kulshreshtha and Kee-Sun Sohn}, title = {{Discovery of New Green Phosphors and Minimization of Experimental Incosistency Using a Multi-Objective Genetic Algorithm-Assisted Combinatorial Method}}, journal = {Advanced Functional Materials}, volume = {19}, number = {11}, pages = {1705--1712}, month = {June 9}, year = {2009} } @article{Sharma09b, author = {Asish Kumar Sharma and Kee-Sun Sohn}, title = {{Search for phosphors for use in displays and lighting using heuristics-based combinatorial materials science}}, journal = {Journal Of The Society For Information Display}, volume = {17}, number = {12}, pages = {1073-–1080}, month = {December}, year = {2009} } @article{Sharma09c, author = {Sushant Sharma and Satish V. Ukkusuri and Tom V. Mathew}, title = {{Pareto Optimal Multiobjective Optimization for Robust Transportation Network Design Problem}}, journal = {Transportation Research Record}, volume = {2090}, pages = {95--104}, year = {2009} } @article{Sharma09d, author = {Dinesh K. Sharma and R. K. Jana}, title = {{A hybrid genetic algorithm model for transshipment management decisions}}, journal = {International Journal of Production Economics}, volume = {122}, number = {2}, pages = {703--713}, month = {December}, year = {2009} } @inproceedings{Sharma10, author = {Deepak Sharma and Pierre Collet}, title = {{An Archived-Based Stochastic Ranking Evolutionary Algorithm (ASREA) for Multi-Objective Optimization}}, booktitle = {Proceedings of the 12th annual conference on Genetic and Evolutionary Computation (GECCO'2010)}, pages = {479--486}, publisher = {ACM Press}, address = {Portland, Oregon, USA}, month = {July 7--11}, year = {2010}, note = {ISBN 978-1-4503-0072-8} } @incollection{Sharma10a, author = {Deepak Sharma and Pierre Collet}, title = {{GPGPU-Compatible Archive Based Stochastic Ranking Evolutionary Algorithm (G-ASREA) for Multi-Objective Optimization}}, booktitle = {Parallel Problem Solving from Nature--PPSN XI, 11th International Conference, Proceedings, Part II}, publisher = {Springer, Lecture Notes in Computer Science Vol. 6239}, editor = {Robert Schaefer and Carlos Cotta and Joanna Ko{\l}odziej and G\"{u}nter Rudolph}, pages = {111--120}, address = {Krak\'{o}w, Poland}, month = {September}, year = {2010} } @inproceedings{Sharma10b, author = {Deepak Sharma}, title = {{On the Flexible Applied Boundary and Support Conditions of Compliant Mechanisms Using Customized Evolutionary Algorithm}}, booktitle = {Simulated Evolution and Learning, 8th International Conference, SEAL 2010}, editor = {Kalyanmoy Deb and Arnab Bhattacharya and Nirupam Chakraborti and Partha Chakroborty and Swagatam Das and Joydeep Dutta and Santosh K. Gupta and Ashu Jain and Varun Aggarwal and J\"{u}rgen Branke and Sushil J. Louis and Kay Chen Tan}, pages = {105--114}, publisher = {Springer. Lecture Notes in Computer Science Vol. 6457}, address = {Kanpur, India}, month = {December 1-4}, year = {2010} } @ARTICLE{Sharma11, author = {Nitin Sharma and K.R. Anupama}, title = {{On the use of NSGA-II for multi-objective resource allocation in MIMO-OFDMA systems}}, journal = {Wireless Networks}, volume = {17}, number = {5}, pages = {1191--1201}, month = {July}, year = {2011} } @article{Sharma11a, author = {Deepak Sharma and Kalyanmoy Deb and N.N. Kishore}, title = {Domain-specific initial population strategy for compliant mechanisms using customized genetic algorithm}, journal = {Structural and Multidisciplinary Optimization}, volume = {43}, number = {4}, pages = {541--554}, month = {April}, year = {2011} } @ARTICLE{Sharma11b, author = {Sushant Sharma and Tom V. Mathew}, title = {{Multiobjective network design for emission and travel-time trade-off for a sustainable large urban transportation network}}, journal = {Environment and Planning B-Planning \& Design}, volume = {38}, number = {3}, pages = {520--538}, month = {May}, year = {2011} } @inproceedings{Shaw96, author = {K. J. Shaw and P. J. Fleming}, address = {University of Exeter, UK}, booktitle = {Proceedings of the International Conference on Control'96}, key = {Shaw \& Fleming, 1996}, month = {September}, title = {An {I}nitial {S}tudy of {P}ractical {M}ulti-{O}bjective {P}roduction {S}cheduling using {G}enetic {A}lgorithms}, year = {1996}, } @inproceedings{Shaw96a, author = {K. J. Shaw and P. J. Fleming}, address = {Brno, Czech Republic}, booktitle = {Proceedings of Mendel'96, the 2nd International Mendel Conference on Genetic Algorithms}, key = {Shaw \& Fleming, 1996a}, month = {September}, title = {{I}nitial {S}tudy of {P}ractical {M}ulti-{O}bjective {G}enetic {A}lgorithms for {S}cheduling the {P}roduction of {C}hilled {R}eady {M}eals}, year = {1996}, } @inproceedings{Shaw97, author = {K. J. Shaw and P. J. Fleming}, address = {Glasgow, Scotland}, booktitle = {Proceedings of the GALESIA'97}, key = {Shaw \& Fleming, 1997}, month = {September}, title = {Including {R}eal-{L}ife {P}references in {G}enetic {A}lgorithms to {I}mprove {O}ptimisation of {P}roduction {S}chedules}, pages = {239--244}, publisher = {IEE}, year = {1997}, } @inproceedings{Shaw97a, author = {K. J. Shaw and P. J. Fleming}, title = {Use of {R}ules and {P}references for {S}chedule {B}uilders in {G}enetic {A}lgorithms {P}roduction {S}cheduling}, address = {Manchester University}, key = {Shaw \& Fleming, 1997a}, editor = {Corne and Shapiro}, booktitle = {Proceedings of the AISB'97 Workshop on Evolutionary Computation. Lecture Notes in Computer Science No. 1305}, publisher = {Springer-Verlag}, year = {1997}, } @inproceedings{Shaw97b, author = {K. J. Shaw and P. J. Fleming}, booktitle = {Proceedings of the DTI/ACTT Regional Seminar in Finite Capacity Scheduling in the Process Industries}, address = {Manchester, UK}, key = {Shaw \& Fleming, 1997b}, month = {January}, title = {An {O}verview of {M}ulti-{O}bjective {G}enetic {A}lgorithms for {P}roduction {S}cheduling}, year = {1997}, } @phdthesis{Shaw97c, author = {Katharine Jane Shaw}, address = {Sheffield, UK}, key = {Shaw, 1997c}, school = {Department of Automatic Control and Systems Engineering, The University of Sheffield}, title = {Using {G}enetic {A}lgorithms for {P}ractical {M}ulti-{O}bjective {P}roduction {S}chedule {O}ptimisation}, year = {1997} } @inproceedings{Shaw99, AUTHOR = {K. J. Shaw and A. L. Nortcliffe and M. Thompson and J. Love and C. M. Fonseca and P. J. Fleming}, ADDRESS = {Washington, D.C.}, BOOKTITLE = {1999 Congress on Evolutionary Computation}, KEY = {Shaw et al., 1999}, PAGES = {37--45}, MONTH = {July}, TITLE = {Assessing the {P}erformance of {M}ultiobjective {G}enetic {A}lgorithms for {O}ptimization of a {B}atch {P}rocess {S}cheduling {P}roblem}, PUBLISHER = {IEEE Service Center}, YEAR = {1999} } @inproceedings{Shaw99a, AUTHOR = {K. J. Shaw and C. M. Fonseca and P. J. Fleming}, ADDRESS = {Orlando, Florida}, BOOKTITLE = {Proceedings of the 1999 Genetic and Evolutionary Computation Conference. Workshop Program}, KEY = {Shaw et al., 1999a}, PAGES = {119--120}, MONTH = {July}, TITLE = {A {S}imple {D}emonstration of a {Q}uantitative {T}echnique for {C}omparing {M}ultiobjective {G}enetic {A}lgorithm {P}erformance}, EDITOR = {Annie S. Wu}, YEAR = {1999} } @inproceedings{Shaw99b, author = {K.J. Shaw and A.L. Nortcliffe and M. Thompson and J. Love and P.J. Fleming}, title = {Interactive {B}atch {P}rocess {S}chedule {O}ptimization and {D}ecision-{M}aking using {M}ultiobjective {G}enetic {A}lgorithms}, booktitle = {1999 IEEE International Conference on Systems, Man, and Cybernetics}, publisher = {IEEE}, volume = {6}, pages = {486--491}, year = {1999} } @inproceedings{Shaw00, AUTHOR = {K. J. Shaw and P. L. Lee and H. P. Nott and M. Thompson}, ADDRESS = {Piscataway, New Jersey}, BOOKTITLE = {2000 Congress on Evolutionary Computation}, KEY = {Shaw et al., 2000}, MONTH = {July}, TITLE = {Genetic {A}lgorithms for {M}ultiobjective {S}cheduling of {C}ombined {B}atch/{C}ontinuous {P}rocess {P}lants}, pages = {293--300}, volume = {1}, PUBLISHER = {IEEE Service Center}, YEAR = {2000} } @article{Shaw00a, author = {K.J. Shaw and P.J. 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Shir and Thomas B\"{a}ck}, title = {Niching in {E}volution {S}trategies}, booktitle = {2005 Genetic and Evolutionary Computation Conference (GECCO'2005)}, editor = {Hans-Georg Beyer et al.}, pages = {915--916}, publisher = {ACM Press}, volume = {1}, address = {New York, USA}, month = {June}, year = {2005} } @incollection{Shir05a, author = {Ofer M. Shir and Christian Siedschlag and Thomas B\"{a}ck and Marc J.J. Vrakking}, title = {Niching in {E}volution {S}trategies and {I}ts {A}pplication to {L}aser {P}ulse {S}haping}, booktitle = {Artificial Evolution, 7th International Conference, Evolution Artificielle, EA 2005}, editor = {El-Ghazali Talbi and Pierre Liardet and Pierre Collet and Evelyne Lutton and Marc Schoenauer}, publisher = {Springer. Lecture Notes in Computer Science Vol. 3871}, pages = {85--96}, address = {Lille, France}, month = {October}, year = {2005} } @incollection{Shir06, author = {Ofer M. Shir and Thomas B\"{a}ck}, title = {Niche {R}adius {A}daptation in the {CMA}-{ES} {N}iching {A}lgorithm}, booktitle = {Parallel Problem Solving from Nature - PPSN IX, 9th International Conference}, editor = {Thomas Philip Runarsson and Hans-Georg Beyer and Edmund Burke and Juan J. Merelo-Guerv\'{o}s and L. Darrell Whitley and Xin Yao}, pages = {142--151}, publisher = {Springer. Lecture Notes in Computer Science Vol. 4193}, address = {Reykjavik, Iceland}, month = {September}, year = {2006} } @inproceedings{Shir07, author = {Ofer M. Shir and Thomas B\"{a}ck}, title = {Performance {A}nalysis of {N}iching {A}lgorithms {B}ased on {D}erandomized-{ES} {V}ariants}, booktitle = {2007 Genetic and Evolutionary Computation Conference (GECCO'2007)}, editor = {Dirk Thierens}, pages = {705--712}, volume = {1}, publisher = {ACM Press}, address = {London, UK}, month = {July}, year = {2007} } @inproceedings{Shir07a, author = {Ofer M. Shir and Michael Emmerich and Thomas B\"{a}ck}, title = {Self-{A}daptive {N}iching {CMA}-{ES} with {M}ahalanobis {M}etric}, booktitle = {2007 IEEE Congress on Evolutionary Computation (CEC'2007)}, pages = {820--827}, publisher = {IEEE Press}, address = {Singapore}, month = {September}, year = {2007} } @inproceedings{Shir07b, author = {Ofer M. Shir and Michael Emmerich and Thomas B\"{a}ck and Marc J. J. Vrakking}, title = {{The Application of Evolutionary Multi-Criteria Optimization to Dynamic Molecular Alignment}}, booktitle = {2007 IEEE Congress on Evolutionary Computation (CEC'2007)}, pages = {4108--4115}, publisher = {IEEE Press}, address = {Singapore}, month = {September}, year = {2007} } @phdthesis{Shir08, author = {Ofer Michael Shir}, title = {Niching in {D}erandomized {E}volution {S}trategies and its {A}pplications in {Q}uantum {C}ontrol. {A} {J}ourney from {O}rganic {D}iversity to {C}onceptual {Q}uantum {D}esigns}, school = {Universiteit Leiden}, address = {The Netherlands}, month = {25 June}, year = {2008} } @incollection{Shir09, author = {Ofer M. Shir and Mike Preuss and Noris Naujoks and Michael Emmerich}, title = {{Enhancing Decision Space Diversity in Evolutionary Multiobjective Algorithms}}, booktitle = {Evolutionary Multi-Criterion Optimization. 5th International Conference, EMO 2009}, publisher = {Springer. 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Goncalves}, title = {Estimation of {P}areto sets in the mixed H-2/H-infinity control problem}, journal = {International Journal of Systems Science}, volume = {35}, number = {1}, pages = {55--67}, month = {January}, year = {2004} } @incollection{Takahashi09, author = {Ricardo H. C. Takahashi and Frederico G. Guimara\~{a}es and Elizabeth F. Wanner and Eduardo G. Carrano}, title = {{Feedback-Control Operators for Evolutionary Multiobjective Optimization}}, booktitle = {Evolutionary Multi-Criterion Optimization. 5th International Conference, EMO 2009}, publisher = {Springer. Lecture Notes in Computer Science Vol. 5467}, year = {2009}, editor = {Matthias Ehrgott and Carlos M. Fonseca and Xavier Gandibleux and Jin-Kao Hao and Marc Sevaux}, pages = {66--80}, address = {Nantes, France}, month = {April} } @inproceedings{Takahashi11, author = {Ricardo H. C. Takahashi and Eduardo G. Carrano and Elizabeth F. Wanner}, title = {{On a Stochastic Differential Equation Approach for Multiobjective Optimization up to Pareto-Criticality}}, booktitle = {Evolutionary Multi-Criterion Optimization, 6th International Conference, EMO 2011}, editor = {Ricardo H.C. Takahashi and Kalyanmoy Deb and Elizabeth F. Wanner and Salvatore Grecco}, pages = {61--75}, publisher = {Springer. Lecture Notes in Computer Science Vol. 6576}, address = {Ouro Preto, Brazil}, month = {April}, year = {2011} } @incollection{Takeuchi08, author = {Shingo Takeuchi and Kazuhiro Saitou}, title = {{Design for Product Embedded Disassembly}}, booktitle = {Evolutionary Computation in Practice}, editor = {Tina Yu and Lawrence Davis and Cem Baydar and Rajkumar Roy}, pages = {9--39}, publisher = {Springer}, year = {2008}, note = {ISBN 978-3-540-75770-2} } @incollection{Talbi01, author = {El-Ghazali Talbi and Malek Rahoual and Mohamed Hakim Mabed and Clarisse Dhaenens}, key = {Talbi et al., 2001}, booktitle = {First International Conference on Evolutionary Multi-Criterion Optimization}, title = {A {H}ybrid {E}volutionary {A}pproach for {M}ulticriteria {O}ptimization {P}roblems: {A}pplication to the {F}low {S}hop}, editor = {Eckart Zitzler and Kalyanmoy Deb and Lothar Thiele and Carlos A. Coello Coello and David Corne}, publisher = {Springer-Verlag. Lecture Notes in Computer Science No. 1993}, pages = {416--428}, year = {2001} } @article{Talbi06, author = {E.G. Talbi and H. Meunier}, title = {Hierarchical parallel approach for {GSM} mobile network design}, journal = {Journal of Parallel and Distributed Computing}, volume = {66}, number = {2}, pages = {274--290}, month = {February}, year = {2006} } @article{Talbi07, author = {E.-G. Talbi and S. Cahon and N. Melab}, title = {Designing cellular networks using a parallel hybrid metaheuristic on the computational grid}, journal = {Computer Communications}, volume = {30}, number = {4}, pages = {498--713}, month = {February 26}, year = {2007} } @incollection{Talbi08, author = {El-Ghazali Talbi and Sanaz Mostaghim and Tatsuya Okabe and Hisao Ishibuchi and G\"{u}nter Rudolph and Carlos A. {Coello Coello}}, title = {{Parallel Approaches for Multi-objective Optimization}}, booktitle = {Multiobjective Optimization. Interactive and Evolutionary Approaches}, editor = {J\"{u}rgen Branke and Kalyanmoy Deb and Kaisa Miettinen and Roman Slowinski}, pages = {349--372}, publisher = {Springer. Lecture Notes in Computer Science Vol. 5252}, address = {Berlin, Germany}, year = {2008} } @book{Talbi09, author = {El-Ghazali Talbi}, title = {Metaheuristics. From Design to Implementation}, publisher = {Wiley}, address = {USA}, year = {2009}, note = {ISBN 978-0-470-27858-1} } @ARTICLE{Talbi12, author = {El-Ghazali Talbi and Matthieu Basseur and Antonio J. Nebro and Enrique Alba}, title = {{Multi-objective optimization using metaheuristics: non-standard algorithms}}, journal = {International Transactions in Operational Research}, volume = {19}, number = {1-2}, pages = {283--305}, month = {January-March}, year = {2012} } @article{Taleizadeh09, author = {Ata Allah Taleizadeh and Seyed Taghi Akhavan Niaki and Vahid Hoseini}, title = {Optimizing the multi-product, multi-constraint, bi-objective newsboy problem with discount by a hybrid method of goal programming and genetic algorithm}, journal = {Engineering Optimization}, volume = {41}, number = {5}, pages = {437--457}, month = {May}, year = {2009} } @article{Taleizadeh09a, author = {Ata Allah Taleizadeh and Seyed Taghi Akhavan Niaki and Mir-Bahador Aryanezhad}, title = {{A hybrid method of Pareto, TOPSIS and genetic algorithm to optimize multi-product multi-constraint inventory control systems with random fuzzy replenishments}}, journal = {Mathematical and Computer Modelling}, volume = {49}, number = {5-6}, pages = {1044--1057}, month = {March}, year = {2009} } @inproceedings{Talukder08, author = {A.K.M. Khaled Ahsan Talukder and Michael Kirley and Rajkumar Buyya}, title = {{A Pareto Following Variation Operator for Fast-Converging Multiobjective Evolutionary Algorithms}}, booktitle = {2008 Genetic and Evolutionary Computation Conference (GECCO'2008)}, pages = {721--728}, publisher = {ACM Press}, address = {Atlanta, USA}, month = {July}, year = {2008}, note = {ISBN 978-1-60558-131-6} } @inproceedings{Talukder08a, author = {A. K. M. Khaled Ahsan Talukder and Michael Kirley}, title = {{A Pareto Following Variation Operator for Evolutionary Dynamic Multi-Objective Optimization}}, booktitle = {2008 Congress on Evolutionary Computation (CEC'2008)}, pages = {2270--2277}, publisher = {IEEE Service Center}, address = {Hong Kong}, month = {June}, year = {2008} } @inproceedings{Talukder09, author = {A. K. M. Khaled Ahsan Talukder and Michael Kirley and Rajkumar Buyya}, title = {{The Pareto-Following Variation Operator as An Alternative Approximation Model}}, booktitle = {2009 IEEE Congress on Evolutionary Computation (CEC'2009)}, address = {Trondheim, Norway}, publisher = {IEEE Press}, pages = {8--15}, month = {May}, year = {2009} } @article{Talukder09a, author = {A. K. M. Khaled Ahsan Talukder and Michael Kirley and Rajkumar Buyya}, title = {{Multiobjective differential evolution for scheduling workflow applications on global Grids}}, journal = {Concurrency and Computation-Practice \& Experience}, volume = {21}, number = {13}, pages = {1742--1756}, month = {September 10}, year = {2009} } @inproceedings{Tamaki95, author = {Hisashi Tamaki and M. Mori and M. Araki and Y. Mishima and H. Ogai}, booktitle = {Proceedings of the 3rd Conference of the Association of Asian-Pacific Operational Research Societies within IFORS (APORS'94)}, key = {Tamaki et al., 1995}, pages = {374--381}, publisher = {World Scientific}, title = {Multi-{C}riteria {O}ptimization by {G}enetic {A}lgorithms : {A} {C}ase of {S}cheduling in {H}ot {R}olling {P}rocess}, year = {1995} } @article{Tamaki95a, author = {Hisashi Tamaki and M. Mori and M. Araki}, journal = {Transactions of the Society of Instrument and Control Engineers}, key = {Tamaki et al., 1995a}, pages = {1185--1192}, volume = {31}, number = {8}, title = {Generation of a {S}et of {P}areto-{O}ptimal {S}olutions by {G}enetic {A}lgorithms}, year = {1995} } @inproceedings{Tamaki96, author = {Hisashi Tamaki and Hajime Kita and Shigenobu Kobayashi}, address = {Nagoya, Japan}, booktitle = {Proceedings of the 1996 International Conference on Evolutionary Computation (ICEC'96)}, editor = {Toshio Fukuda and Takeshi Furuhashi}, key = {Tamaki et al., 1996}, pages = {517--522}, publisher = {IEEE}, title = {Multi-{O}bjective {O}ptimization by {G}enetic {A}lgorithms : {A} {R}eview}, year = {1996} } @inproceedings{Tamaki96a, author = {Hisashi Tamaki and T. Mukai and K. Kawakami and M. Araki}, booktitle = {Proceedings of the International Conferences on Advances in Production Management Systems (APMS'96)}, editor = {Toshio Fukuda and Takeshi Furuhashi}, key = {Tamaki et al., 1996a}, pages = {553--556}, title = {Genetic {A}lgorithm {A}pproach to {M}ulti-{O}bjective {S}cheduling {P}roblems with {R}egular and {N}on-{R}egular {O}bjective {F}unctions}, year = {1996} } @inproceedings{Tamaki98, author = {Hisashi Tamaki and Etsuo Nishino}, booktitle = {Proceedings of the 8th IFAC/IFORS/IMACS/IFIP Symposium on Large Scale Systems : Theory and Applications (LSS'98)}, key = {Tamaki \& Nishino, 1998}, pages = {289--294}, title = {A {G}enetic {A}lgorithm {A}pproach to {M}ulti-{O}bjective {S}cheduling {P}roblems with {R}egular and {N}on-{R}egular {O}bjective {F}unctions}, year = {1998} } @inproceedings{Tamaki99, AUTHOR = {Hisashi Tamaki and Etsuo Nishino and Shigeo Abe}, ADDRESS = {Washington, D.C.}, BOOKTITLE = {1999 Congress on Evolutionary Computation}, KEY = {Tamaki et al., 1999}, PAGES = {46--52}, MONTH = {July}, TITLE = {A {G}enetic {A}lgorithm {A}pproach to {M}ulti-{O}bjective {S}cheduling {P}roblems with {E}arliness and {T}ardiness {P}enalties}, PUBLISHER = {IEEE Service Center}, YEAR = {1999} } @inproceedings{Tamura99, author = {Hiroyuki Tamura and Tomohiro Shibata and Shinji Tomiyama and Itsuo Hatono}, title = {A Meta-Heuristic Satisfacing Tradeoff Method for Solving Multiobjective Combinatorial Optimization Problems--With Application to Flowshop Scheduling--}, booktitle = {1999 IEEE International Conference on Systems, Man, and Cybernetics}, volume = {3}, pages = {539--544}, publisher = {IEEE}, year = {1999} } @article{Tamura07, author = {Hiroyuki Tamura}, title = {A new multiobjective genetic algorithm with heterogeneous population for solving flowshop scheduling problems}, journal = {International Journal of Computer Integrated Manufacturing}, volume = {20}, number = {5}, pages = {465--477}, year = {2007} } @inproceedings{Tan97, author = {Kay Chen Tan and Yun Li}, address = {Kuala Lumpa, Malaysia}, booktitle = {IFAC International Symposium on Artificial Intelligence and Real-Time Control}, key = {Tan \& Li, 1997}, pages = {61--66}, month = {September}, title = {Multi-objective genetic algorithm based time and frequency domain design unification of linear control systems}, year = {1997} } @inproceedings{Tan99, AUTHOR = {K. C. Tan and T. H. Lee and E. F. Khor}, ADDRESS = {Washington, D.C.}, BOOKTITLE = {1999 Congress on Evolutionary Computation}, KEY = {Tan et al., 1999}, PAGES = {106--113}, MONTH = {July}, TITLE = {Evolutionary {A}lgorithms with {G}oal and {P}riority {I}nformation for {M}ulti-{O}bjective {O}ptimization}, PUBLISHER = {IEEE Service Center}, YEAR = {1999} } @inproceedings{Tan99a, AUTHOR = {K. C. Tan and T. H. Lee and E. F. Khor}, ADDRESS = {Hawaii}, BOOKTITLE = {IEEE Int. Conf. Control Appl. and Sys. Design}, KEY = {Tan et al., 1999a}, PAGES = {498--503}, TITLE = {Control system design automation with robust tracking thumbprint performance using a multi-objective evolutionary algorithm}, YEAR = {1999} } @inproceedings{Tan00, AUTHOR = {K. C. Tan and T. H. Lee and D. Khoo and E. F. Khor}, ADDRESS = {Piscataway, New Jersey}, BOOKTITLE = {2000 Congress on Evolutionary Computation (CEC'2000)}, KEY = {Tan et al., 2000}, MONTH = {July}, TITLE = {{MOEA} {T}oolbox for {C}omputer-{A}ided {M}ulti-{O}bjective {O}ptimization}, PAGES = {38--45}, VOLUME = {1}, PUBLISHER = {IEEE Service Center}, YEAR = {2000} } @inproceedings{Tan00a, AUTHOR = {K. C. Tan and T. H. Lee and E. F. Khor and R. Sathikannan}, ADDRESS = {Chennai, India}, BOOKTITLE = {Proceedings of the International Conference on Evolutionary Computation for Computer, Communication, Control and Power}, KEY = {Tan et al., 2000a}, TITLE = {Incremented multi-objective evolutionary design automation of robust tracking thumbprint performances in {QFT}}, PAGES = {137--142}, YEAR = {2000} } @inproceedings{Tan00b, AUTHOR = {K. C. Tan and T. H. Lee and E. F. Khor and K. Ou}, ADDRESS = {Innsbruck, Austria}, BOOKTITLE = {Proceedings of the 19th IASTED International Conference on Modeling, Identification and Control}, KEY = {Tan et al., 2000b}, TITLE = {Control system design unification and automation using an incremented multi-objective evolutionary algorithm}, YEAR = {2000} } @inproceedings{Tan00c, author = {K.C. Tan and T.H. Lee and E.F. Khor}, title = {Automatic {D}esign of {M}ultivariable {QFT} {C}ontrol {S}ystem via {E}volutionary {C}omputation}, booktitle = {Proceedings of Real World Applications of Evolutionary Computing. EvoWorkshops 2000: EvoIASP, EvoSCONDI, EvoTel, EvoSTIM, EvoRob, and EvoFlight}, editor = {Stefano Cagnoni et al.}, pages = {178--194}, publisher = {Springer. Lecture Notes in Computer Science Vol. 1803}, address = {Edinburgh, Scotland}, month = {April}, year = {2000} } @incollection{Tan01, author = {K.C. Tan and T.H. Lee and E.F. Khor}, key = {Tan et al., 2001}, booktitle = {First International Conference on Evolutionary Multi-Criterion Optimization}, title = {Incrementing {M}ulti-{O}bjective {E}volutionary {A}lgorithms: {P}erformance {S}tudies and {C}omparisons}, editor = {Eckart Zitzler and Kalyanmoy Deb and Lothar Thiele and Carlos A. Coello Coello and David Corne}, publisher = {Springer-Verlag. Lecture Notes in Computer Science No. 1993}, pages = {111--125}, year = {2001} } @inproceedings{Tan01a, author = {K.C. Tan and T.H. Lee and E.F. Khor}, title = {Evolutionary {A}lgorithms for {M}ulti-{O}bjective {O}ptimization: {P}erformance {A}ssessments and {C}omparisons}, booktitle = {Proceedings of the Congress on Evolutionary Computation 2001 (CEC'2001)}, publisher = {IEEE Service Center}, address = {Piscataway, New Jersey}, month = {May}, volume = {2}, pages = {979--986}, year = {2001} } @inproceedings{Tan01b, author = {K.C. Tan and E.F. Khor and C. M. Heng and T.H. Lee}, title = {Exploratory {M}ulti-{O}bjective {E}volutionary {A}lgorithm: {P}erformance {S}tudy and {C}omparisons}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2001)}, editor = {Lee Spector and Erik D. Goodman and Annie Wu and W.B. Langdon and Hans-Michael Voigt and Mitsuo Gen and Sandip Sen and Marco Dorigo and Shahram Pezeshk and Max H. Garzon and Edmund Burke}, pages = {647--654}, publisher = {Morgan Kaufmann Publishers}, address = {San Francisco, California}, year = {2001} } @article{Tan01c, author = {K.C. Tan and T.H. Lee and E.F. Khor}, title = {Evolutionary {A}lgorithms with {D}ynamic {P}opulation {S}ize and {L}ocal {E}xploration for {M}ultiobjective {O}ptimization}, journal = {IEEE Transactions on Evolutionary Computation}, volume = {5}, number = {6}, pages = {565--588}, month = {December}, year = {2001} } @article{Tan01d, author = {K.C. Tan and Tong H. Lee and D. Khoo and E.F. Khor}, title = {A {M}ultiobjective {E}volutionary {A}lgorithm {T}oolbox for {C}omputer-{A}ided {M}ultiobjective {O}ptimization}, journal = {IEEE Transactions on Systems, Man, and Cybernetics---Part B: Cybernetics}, volume = {31}, number = {4}, pages = {537--556}, month = {August}, year = {2001} } @article{Tan01e, author = {K.C. Tan and T.H. Lee and E.F. Khor}, title = {Automatic design of multi-variable quantitative feedback theory control systems via evolutionary computation}, journal = {Proceedings of the Institution of Mechanical Engineers Part I---Journal of Systems and Control Engineering}, volume = {215}, number = {I3}, pages = {245--259}, year = {2001} } @inproceedings{Tan02, author = {K.C. Tan and K. Sengupta and T.H. Lee and R. Sthikannan}, title = {Autonomous {R}egistration of {D}isparate {S}patial {D}ata via an {E}volutionary {A}lgorithm {T}oolbox}, booktitle = {Congress on Evolutionary Computation (CEC'2002)}, volume = {1}, address = {Piscataway, New Jersey}, pages = {31--36}, publisher = {IEEE Service Center}, month = {May}, year = {2002} } @article{Tan02a, author = {K.C. Tan and T.H. Lee and E.F. Khor}, title = {Evolutionary {A}lgorithms for {M}ulti-{O}bjective {O}ptimization: {P}erformance {A}ssessments and {C}omparisons}, journal = {Artificial Intelligence Review}, volume = {17}, number = {4}, pages = {253--290}, month = {June}, year = {2002} } @article{Tan03, author = {K.C. Tan and E.F. Khor and T.H. Lee and Y.J. Yang}, title = {A tabu-based exploratory evolutionary algorithm for multiobjective optimization}, journal = {Artificial Intelligence Review}, volume = {19}, number = {3}, pages = {231--260}, month = {May}, year = {2003} } @article{Tan03a, author = {Kay Chen Tan and Eik Fun Khor and Tong Heng Lee and Ramasubramanian Sathikannan}, title = {An {E}volutionary {A}lgorithm with {A}dvanced {G}oal and {P}riority {S}pecification for {M}ulti-objective {O}ptimization}, journal = {Journal of Artificial Intelligence Research}, volume = {18}, pages = {183--215}, year = {2003} } @inproceedings{Tan03b, author = {K.C. Tan and T.H. Lee and Y.H. Chew and L.H. Lee}, title = {A {H}ybrid {M}ultiobjective {E}volutionary {A}lgorithm {F}or {S}olving {T}ruck and {T}railer {V}ehicle {R}outing {P}roblems}, booktitle = {Proceedings of the 2003 Congress on Evolutionary Computation (CEC'2003)}, pages = {2134--2141}, volume = {3}, publisher = {IEEE Press}, month = {December}, address = {Canberra, Australia}, year = {2003} } @inproceedings{Tan03c, author = {K.C. Tan and Y.J. Yang and T.H. Lee}, title = {A {D}istributed {C}ooperative {C}oevolutionary {A}lgorithm for {M}ultiobjective {O}ptimization}, booktitle = {Proceedings of the 2003 Congress on Evolutionary Computation (CEC'2003)}, pages = {2513--2520}, volume = {4}, publisher = {IEEE Press}, month = {December}, address = {Canberra, Australia}, year = {2003} } @inproceedings{Tan03d, author = {K.C. Tan and Y.J. Yang and C.K. Goh and T.H. Lee}, title = {Enhanced {D}istribution and {E}xploration for {M}ultiobjective {E}volutionary {A}lgorithms}, booktitle = {Proceedings of the 2003 Congress on Evolutionary Computation (CEC'2003)}, pages = {2521--2528}, volume = {4}, publisher = {IEEE Press}, month = {December}, address = {Canberra, Australia}, year = {2003} } @inproceedings{Tan03e, author = {K.C. Tan and Y.H. Chew and T.H. Lee and Y.J. Yang}, title = {A {C}ooperative {C}oevolutionary {A}lgorithm for {M}ultiobjective {O}ptimization}, booktitle = {Proceedings of the 2003 IEEE International Conference on Systems, Man and Cybernetics}, pages = {390--395}, year = 2003, volume = {1}, publisher = {IEEE Press} } @incollection{Tan04, author = {K.C. Tan and Y. Li}, title = {Automating {C}ontrol {S}ystem {D}esign via a {M}ultiobjective {E}volutionary {A}lgorithm}, booktitle = {Applications of Multi-Objective Evolutionary Algorithms}, editor = {Carlos A. {Coello Coello} and Gary B. Lamont}, pages = {155--175}, publisher = {World Scientific}, address = {Singapore}, year = {2004} } @book{Tan05, author = {K.C. Tan and E.F. Khor and T.H. Lee}, title = {Multiobjective {E}volutionary {A}lgorithms and {A}pplications}, publisher = {Springer-Verlag}, address = {London}, year = {2005}, note = {ISBN 1-85233-836-9} } @inproceedings{Tan05a, author = {Guang-Xing Tan and Zong-Yuan Mao}, title = {{Study on Pareto front of multi-objective optimization using immune algorithm}}, booktitle = {Proceedings of 2005 International Conference on Machine Learning and Cybernetics, 2005}, pages = {2923-2928}, editor = {Daniel S. Yeung and Zhi-Qiang Liu and Xizhao Wang and Hong Yan}, publisher = {Springer. Lecture Notes in Computer Science, Vol. 3930}, address = {Guangzhou, China}, month = {August}, year = {2005} } @article{Tan06, author = {K.C. Tan and Y.H. Chew and L.H. Lee}, title = {A hybrid multi-objective evolutionary algorithm for solving truck and trailer vehicle routing problems}, journal = {European Journal of Operational Research}, volume = {172}, number = {3}, pages = {855--885}, month = {August}, year = {2006} } @article{Tan06a, author = {K.C. Tan and C.K. Goh and Y.J. Yang and T.H. Lee}, title = {Evolving better population distribution and exploration in evolutionary multi-objective optimization}, journal = {European Journal of Operational Research}, volume = {171}, number = {2}, pages = {463--495}, month = {June}, year = {2006} } @article{Tan06b, author = {K.C. Tan and Y.H. Chew and L.H. Lee}, title = {A hybrid multiobjective evolutionary algorithm for solving vehicle routing problem with time windows}, journal = {Computational Optimization and Applications}, volume = {34}, number = {1}, pages = {115--151}, month = {May}, year = {2006} } @article{Tan06c, author = {K.C. Tan and Y.J. Yang and C.K. Goh}, title = {A {D}istributed {C}ooperative {C}oevolutionary {A}lgorithm for {M}ultiobjective {O}ptimization}, journal = {IEEE Transactions on Evolutionary Computation}, volume = {10}, number = {5}, pages = {527--549}, month = {October}, year = {2006} } @article{Tan06d, author = {K.C. Tan and Q. Yu and J.H. Ang}, title = {{A dual-objective evolutionary algorithm for rules extraction in data mining}}, journal = {Computational Optimization and Applications}, volume = {34}, number = {2}, pages = {273--294}, month = {June}, year = {2006} } @article{Tan07, author = {K.C. Tan and R. Sathikannan and W.W. Tan and A.P. Loh}, title = {Evolutionary design and implementation of a hard disk drive servo control system}, journal = {Soft Computing}, volume = {11}, number = {2}, pages = {131--139}, month = {January}, year = {2007} } @inproceedings{Tan07a, author = {C. H. Tan and C. K. Goh and K. C. Tan and A. Tay}, title = {{A Cooperative Coevolutionary Algorithm for Multiobjective Particle Swarm Optimization}}, booktitle = {2007 IEEE Congress on Evolutionary Computation (CEC'2007)}, pages = {3180--3186}, publisher = {IEEE Press}, address = {Singapore}, month = {September}, year = {2007} } @incollection{Tan07b, author = {Tse Guan Tan and Hui Keng Lau and Jason Teo}, title = {{Cooperative Versus Competitive Coevolution for Pareto Multiobjective Optimization}}, booktitle = {Bio-Inspired Computational Intelligence and Applications International Conference on Life System Modeling and Simulation (LSMS 2007)}, editor = {Kang Li and Minrui Fei and George W. Irwin and Shiwei Ma}, pages = {63--72}, publisher = {Springer, Lecture Notes in Computer Science, Vol. 4688}, address = {Shanghai, China}, month = {September 14-17}, year = {2007}, note = {ISBN 978-3-540-74768-0} } @article{Tan08, author = {K.C. Tan and C.K. Goh and A.A. Mamun and E.Z. Ei}, title = {An evolutionary artificial immune system for multi-objective optimization}, journal = {European Journal of Operational Research}, volume = {187}, number = {2}, pages = {371--392}, month = {June 1}, year = {2008} } @incollection{Tan08a, author = {Tse Guan Tan and Jason Teo}, title = {{Evolving Opposition-Based Pareto Solutions: Multiobjective Optimization Using Competitive Coevolution}}, booktitle = {Oppositional Concepts in Computational Intelligence}, editor = {H. R. Tizhoosh and M. Ventresca}, pages = {161--206}, address = {}, publisher = {Springer. Studies in Computational Intelligence Vol. 155}, month = {}, year = {2008} } @incollection{Tan08b, author = {Kay Chen Tan and Chi Keong Goh}, title = {{Handling Uncertainties in Evolutionary Multi-Objective Optimization}}, booktitle = {Computational Intelligence: Research Frontiers. IEEE World Congress on Computational Intelligence (WCCI'2008)}, editor = {Jacek M. Zurada and Gary G. Yen and Jun Wang}, pages = {262--292}, publisher = {Springer, Lecture Notes in Computer Science, Vol. 5050}, address = {Hong Kong, China}, month = {June 1-6}, year = {2008}, note = {ISBN 978-3-540-68858-7} } @article{Tan08c, author = {Guan-zheng Tan and Dai-ming Zhou and Bin Jiang and Mamady I. Dioubiate}, title = {{Elitism-based immune genetic algorithm and its application to optimization of complex multi-modal functions}}, journal = {Journal of Central South University Technology}, volume = {15}, number = {6}, pages = {845--852}, month = {December}, year = {2008} } @article{Tan09, author = {K. C. Tan and S. C. Chiam and A. A. Mamun and C. K. 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Man}, title = {{A Jumping Genes Paradigm: Theory, Verification and Applications}}, journal = {IEEE Circuits and Systems Magazine}, volume = {8}, number = {4}, pages = {18--36}, year = {2008} } @inproceedings{Tang09, author = {Jiangjun Tang and Sameer Alam and Hussein Abbass and Chris Lokan}, title = {{Modelling and Evolutionary Multi-objective Evaluation of Interdependencies and Work Processes in Airport Operations}}, booktitle = {2009 ACM SIGEVO Summit on Genetic and Evolutionary Computation (GEC'2009)}, publisher = {ACM Press}, pages = {977--980}, address = {Shanghai, China}, month = {June 12-14}, year = {2009}, note = {ISBN 978-1-60558-326-6} } @inproceedings{Tang09a, author = {Z. Tang and J. P\'{e}riaux and G. Bugeda and E. 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Wong}, title = {{Entropic Risk Analysis by a High Level Decision Support System for Construction SMEs}}, journal = {Journal of Computing in Civil Engineering}, volume = {24}, number = {1}, pages = {81--94}, month = {January-February}, year = {2010} } @article{Tang11, author = {Ke-Zong Tang and Ting-Kai Sun and Jing-Yu Yang}, title = {{An improved genetic algorithm based on a novel selection strategy for nonlinear programming problems}}, journal = {Computers \& Chemical Engineering}, volume = {35}, number = {4}, pages = {615--621}, month = {April}, year = {2011} } @ARTICLE{Tang11a, author = {Kit Sang Tang and Richard J. Yin and Sam Kwong and Kai Tat Ng and Kim F. Man}, title = {{A Theoretical Development and Analysis of Jumping Gene Genetic Algorithm}}, journal = {IEEE Transactions on Industrial Informatics}, volume = {7}, number = {3}, pages = {408--418}, month = {August}, year = {2011} } @ARTICLE{Tang11b, author = {Yang Tang and Zidong Wang and W. K. 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Ho}, title = {An emigration genetic algorithm for vector optimizations of electromagnetic devices}, journal = {International Journal of Applied Electromagnetics and Mechanics}, volume = {19}, number = {1--4}, pages = {103--109}, year = {2004} } @article{Wang04a, author = {Yuhuai Wang and Shiyou Yang and Guangzheng Ni and S.L. Ho and Z.J. Liu}, title = {An {E}migration {G}enetic {A}lgorithm and {I}ts {A}pplication to {M}ultiobjective {O}ptimal {D}esigns of {E}lectromagnetic {D}evices}, journal = {IEEE Transactions on Magnetics}, volume = {40}, number = {2}, pages = {1240--1243}, month = {March}, year = {2004} } @incollection{Wang05, author = {Jiachuan Wang and Janis P. Terpenny}, title = {Interactive {P}reference {I}ncorporation in {E}volutionary {E}ngineering {D}esign}, booktitle = {Knowledge Incorporation in Evolutionary Computation}, editor = {Yaochu Jin}, pages = {525--543}, publisher = {Springer}, address = {Berlin Heidelberg}, year = {2005}, note = {ISBN 3-540-22902-7} } @article{Wang05a, author = {H.L. Wang and S. Kwong and Y.C. Jin and W. Wei and K.F. Man}, title = {Multi-objective hierarchical genetic algorithm for interpretable fuzzy rule-based knowledge extraction}, journal = {Fuzzy Sets and Systems}, volume = {149}, number = {1}, pages = {149--186}, year = {2005} } @article{Wang05b, author = {W.M. Wang and H. Rivard and R. Zmeureanu}, title = {An object-oriented framework for simulation-based green building design optimization with genetic algorithms}, journal = {Advanced Engineering Informatics}, volume = {19}, number = {1}, pages = {5--23}, month = {January}, year = {2005} } @inproceedings{Wang05c, author = {Zhi-Gang Wang and M. Rahman and Yoke-San Wong}, title = {Multi-{N}iche {C}rowding in the {D}evelopment of {P}arallel {G}enetic {S}imulated {A}nnealing}, booktitle = {2005 Genetic and Evolutionary Computation Conference (GECCO'2005)}, editor = {Hans-Georg Beyer et al.}, pages = {1555--1556}, publisher = {ACM Press}, volume = {2}, address = {New York, USA}, month = {June}, year = {2005} } @inproceedings{Wang05d, author = {Yuping Wang and Dalian Liu and Yiu-Ming Cheung}, title = {Preference {B}i-objective {E}volutionary {A}lgorithm for {C}onstrained {O}ptimization}, booktitle = {Computational Intelligence and Security. International Conference, CIS 2005}, pages = {184--191}, publisher = {Springer, Lecture Notes in Artificial Intelligence Vol. 3801}, address = {Xi'an, China}, month = {December}, year = {2005} } @inproceedings{Wang05e, author = {Yong Wang and Zixing Cai}, title = {A {C}onstrained {O}ptimization {E}volutionary {A}lgorithm {B}ased on {M}ultiobjective {O}ptimization {T}echniques}, booktitle = {2005 IEEE Congress on Evolutionary Computation (CEC'2005)}, pages = {1081--1087}, volume = {2}, publisher = {IEEE Service Center}, month = {September}, address = {Edinburgh, Scotland}, year= {2005} } @article{Wang05f, author = {D.D. Wang and A.K. Tieu and Giovanni D'Alessio}, title = {Computational Intelligence-Based Process Optimization for Tandem Cold Rolling}, journal = {Materials and Manufacturing Processes}, volume = {20}, number = {3}, pages = {479--496}, year = {2005} } @inproceedings{Wang05g, author = {Fang Wang and Yuhui Qiu}, title = {{Multimodal Function Optimizing by a New Hybrid Nonlinear Simplex Search and Particle Swarm Algorithm}}, booktitle = {16th European Conference on Machine Learning (ECML 2005)}, pages = {759--766}, editor = {Jo\~{a}o Gama and Rui Camacho and Pavel Brazdil and Al\'{\i}pio Jorge and Lu\'{\i}s Torgo}, publisher = {Springer. Lecture Notes in Computer Science Vol. 3720}, address = {Porto, Portugal}, month = {October 3-7}, year = {2005} } @incollection{Wang05h, author = {Yuping Wang and Chuangyin Dang}, title = {{Improving Multiobjective Evolutionary Algorithm by Adaptive Fitness and Space Division}}, booktitle = {Advances in Natural Computation. First International Conference, ICNC 2005}, editor = {Lipo Wang and Ke Chen and Yew-Soon Ong}, pages = {392--398}, publisher = {Springer, Lecture Notes in Computer Science, Vol. 3612}, address = {Changsha, China}, year = {2005} } @ARTICLE{Wang05i, author = {N.Z. Wang}, title = {{Multi-criterion optimization for heel-toe running}}, journal = {Journal of Biomechanics}, volume = {38}, number = {8}, pages = {1712--1716}, month = {August}, year = {2005} } @ARTICLE{Wang05j, author = {W. M. Wang and R. Zmeureanu and H. Rivard}, title = {{Applying multi-objective genetic algorithms in green building design optimization}}, journal = {Building and Environment}, volume = {40}, number = {11}, pages = {1512--1525}, month = {November}, year = {2005} } @inproceedings{Wang06, author = {Lingfeng Wang and Chanan Singh}, title = {Multi-{O}bjective {S}tochastic {P}ower {D}ispatch {T}hrough {A} {M}odified {P}article {S}warm {O}ptimization {A}lgorithm}, booktitle = {2006 Swarm Intelligence Symposium (SIS'06)}, pages = {128--135}, publisher = {IEEE Press}, address = {Indianapolis, Indiana, USA}, month = {May}, year = {2006} } @inproceedings{Wang06a, author = {X.L. Wang and M. Mahfouf}, title = {{ACSAMO}: {A}n {A}daptive {M}ultiobjective {O}ptimization {A}lgorithm using the {C}lonal {S}election {P}rinciple}, booktitle = {2nd European Symposium on Nature-Inspired Smart Information Systems}, address = {Puerto de la Cruz, Tenerife, Spain}, month = {November 29--December 1}, year = {2006} } @article{Wang06b, author = {Yao Wang and Mark Wineberg}, title = {Estimation of evolvability genetic algorithm and dynamic environments}, journal = {Genetic Programming and Evolvable Machines}, volume = {7}, number = {4}, pages = {355--382}, month = {December}, year = {2006} } @incollection{Wang06c, author = {Hanli Wang and Sam Kwong and Yaochu Jin and Chi-Ho Tsang}, title = {Agent {B}ased {M}ulti-{O}bjective {A}pproach to {G}enerating {I}nterpretable {F}uzzy {S}ystems}, booktitle = {Multi-Objective Machine Learning}, editor = {Yaochu Jin}, pages = {339--364}, publisher = {Springer. Studies in Computational Intelligence, Volume 16}, address = {Berlin}, year = {2006} } @incollection{Wang06d, author = {JianWei Wang and Jianming Zhang and Xiaopeng Wei}, title = {{Evolutionary Multi-objective Optimization Algorithm with Preference for Mechanical Design}}, booktitle = {Advances in Machine Learning and Cybernetics, 4th International Conference, ICMLC 2005}, editor = {Daniel S. Yeung and Zhi-Qiang Liu and Xizhao Wang and Hong Yan}, pages = {497--506}, publisher = {Springer. Lecture Notes in Computer Science Vol. 3930}, address = {Guangzhou, China}, month = {August}, year = {2006} } @inproceedings{Wang06e, author = {Nianfeng Wang and Kang Tai}, title = {{A Structural Optimization Problem Formulation for Design of Compliant Gripper Using a Genetic Algorithm}}, editor = {C. A. Motasoares and J. A. C. Martins and H. C. Rodrigues and Jorge A. C. Ambr\'{o}sio and C. A. B. Pina and C. M. Motasoares and E. B. R. Pereira and J. Folgado}, booktitle = {III European Conference on Computational Mechanics. Solids, Structures and Coupled Problems in Engineering: Book of Abstracts}, address = {Lisbon, Portugal}, publisher = {Springer}, pages = {456}, month = {June 5-8}, year = {2006}, note = {ISBN 978-1-4020-4994-1} } @article{Wang06f, author = {Lingjuan Wang and Chengjian Wei and Shuai Huang}, title = {{Computing Nash equilibria with particle swarm optimization algorithm}}, journal = {Dynamics of Continuous Discrete and Impulsive System-Series B-Applications \& Algorithms}, volume = {13}, pages = {26--30}, month = {December}, year = {2006} } @article{Wang07, author = {Yong Wang and Zixing Cai and Guanqi Guo and Yuren Zhou}, title = {Multiobjective optimization and hybrid evolutionary algorithm to solve constrained optimization problems}, journal = {IEEE Transactions on Systems, Man and Cybernetics Part B--Cybernetics}, volume = {37}, number = {3}, pages = {560--575}, month = {June}, year = {2007} } @article{Wang07a, author = {Lingfeng Wang and Chanan Singh}, title = {Environmental/economic power dispatch using a fuzzified multi-objective particle swarm optimization algorithm}, journal = {Electric Power Systems Research}, volume = {77}, number = {12}, pages = {1654--1664}, month = {October}, year = {2007} } @inproceedings{Wang07b, author = {Jun Wang and Ning Jing and Jun Li and Huizhong Chen}, title = {A {M}ulti-{O}bjective {I}maging {S}cheduling {A}pproach for {E}arth {O}bserving {S}atellites}, booktitle = {2007 Genetic and Evolutionary Computation Conference (GECCO'2007)}, editor = {Dirk Thierens}, pages = {2211--2218}, volume = {2}, publisher = {ACM Press}, address = {London, UK}, month = {July}, year = {2007} } @inproceedings{Wang07c, author = {Lingfeng Wang and Chanan Singh}, title = {{PSO}-{B}ased {M}ulti-{C}riteria {O}ptimum {D}esign of {A} {G}rid-{C}onnected {H}ybrid {P}ower {S}ystem {W}ith {M}ultiple {R}enewable {S}ources of {E}nergy}, booktitle = {Proceedings of the 2007 IEEE Swarm Intelligence Symposium (SIS 2007)}, publisher = {IEEE Press}, address = {Honolulu, Hawaii, USA}, month = {April}, year = {2007} } @inproceedings{Wang07d, author = {Shuyan Wang and Changwen Zheng and Yuxin Wang}, title = {A {T}ime-{F}uel {O}ptimal {A}lgorithm for {S}pacecraft {F}ormation {R}econfiguration}, booktitle = {2007 IEEE Congress on Evolutionary Computation (CEC'2007)}, pages = {994--999}, publisher = {IEEE Press}, address = {Singapore}, month = {September}, year = {2007} } @inproceedings{Wang07e, author = {N. Wang and K. Tai}, title = {A {H}ybrid {G}enetic {A}lgorithm for {M}ultiobjective {S}tructural {O}ptimization}, booktitle = {2007 IEEE Congress on Evolutionary Computation (CEC'2007)}, pages = {2948--2955}, publisher = {IEEE Press}, address = {Singapore}, month = {September}, year = {2007} } @inproceedings{Wang07f, author = {Gaoping Wang and JianJun Wu}, title = {A {N}ew {F}uzzy {D}ominance {GA} {A}pplied to {S}olve {M}any-{O}bjective {O}ptimization {P}roblem}, booktitle = {ICICIC '07: Proceedings of the Second International Conference on Innovative Computing, Information and Control}, note = {ISBN 0-7695-2882-1}, pages = {617}, publisher = {IEEE Computer Society}, address = {Washington, DC, USA}, year = {2007} } @inproceedings{Wang07g, author = {N. Wang and K. Tai}, title = {{Handling Objectives as Adaptive Constraints for Multiobjective Structural Optimization}}, booktitle = {2007 IEEE Congress on Evolutionary Computation (CEC'2007)}, pages = {3922--3929}, publisher = {IEEE Press}, address = {Singapore}, month = {September}, year = {2007} } @inproceedings{Wang07h, author = {Xingwei Wang and Pengcheng Liu and Min Huang}, title = {{Genetic Algorithm and Pareto Optimum Based QoS Multicast Routing Scheme in NGI}}, booktitle = {Computational Intelligence and Security, International Conference, CIS 2006}, editor = {Yuping Wang and Yiu-ming Cheung and Hailin Liu}, pages = {115--122}, publisher = {Springer. Lecture Notes in Computer Science 4456}, month = {November}, address = {Guangzhou, China}, year = {2007} } @article{Wang08, author = {Chen-Shu Wang and Ching-Ter Chang}, title = {Integrated genetic algorithm and goal programming for network topology design problem with multiple objectives and multiple criteria}, journal = {IEEE-ACM Transactions on Networking}, volume = {16}, number = {3}, pages = {680--690}, month = {June}, year = {2008} } @inproceedings{Wang08a, author = {Zai Wang and Ke Tang and Xin Yao}, title = {{A multi-objective approach to testing resource allocation in modular software systems}}, booktitle = {2008 Congress on Evolutionary Computation (CEC'2008)}, pages = {1148--1153}, publisher = {IEEE Service Center}, address = {Hong Kong}, month = {June}, year = {2008} } @inproceedings{Wang08b, author = {Zhaohua Wang and Jianhua Yin and Weimin Ma}, title = {{A Reverse Logistics Optimization Model for Hazardous Waste in the Perspective of Fuzzy Multi-Objective Programming Theory}}, booktitle = {2008 Congress on Evolutionary Computation (CEC'2008)}, pages = {1576--1580}, publisher = {IEEE Service Center}, address = {Hong Kong}, month = {June}, year = {2008} } @inproceedings{Wang08c, author = {Luyi Wang and Hiroyuki Ishida and Tomoyuki Hiroyasu and Mitsunori Miki}, title = {{Examination of Multi-Objective Optimization Method for Global Search Using DIRECT and GA}}, booktitle = {2008 Congress on Evolutionary Computation (CEC'2008)}, pages = {2451--2456}, publisher = {IEEE Service Center}, address = {Hong Kong}, month = {June}, year = {2008} } @inproceedings{Wang08d, author = {N. F. Wang and Y. W. Yang and K. Tai}, title = {{Optimization of Structures Under Load Uncertainties Based on Hybrid Genetic Algorithm}}, booktitle = {2008 Congress on Evolutionary Computation (CEC'2008)}, pages = {4040--4045}, publisher = {IEEE Service Center}, address = {Hong Kong}, month = {June}, year = {2008} } @inproceedings{Wang08e, author = {Ye Wang and Hongongfu Zuo and Defeng Lv}, title = {{Improved Multiobjective Maintenance Optimization of Aircraft Equipment using Strength Pareto Genetic Algorithms with Immunity}}, booktitle = {Fourth International Conference on Natural Computation (ICNC 2008)}, address = {Jinan, Shandong, China}, publisher = {IEEE Computer Society Press}, pages = {621--624}, month = {October 18--20}, year = {2008} } @incollection{Wang08f, author = {Yujia Wang and Yupu Yang}, title = {{Handling Multiobjective Problems with a Novel Interactive Multi-Swarm PSO}}, booktitle = {Advanced Intelligent Computing Theories and Applications With Aspects of Artificial Intelligence, 4th International Conference on Intelligent Computing, ICIC'2008}, editor = {De-Shuang Huang and Donald C. Wunsch II and Daniel S. Levine and Kang-Hyun Jo}, pages = {575--582}, publisher = {Springer, Lecture Notes in Artificial Intelligence, Vol. 5227}, address = {Shanghai, China}, year = {2008}, note = {ISBN 978-3-540-85983-3}, month = {September 15-18} } @article{Wang08g, author = {Yuping Wang and Chuangyin Dang}, title = {{An evolutionary algorithm for dynamic multi-objective optimization}}, journal = {Applied Mathematics and Computation}, volume = {205}, number = {1}, pages = {6--18}, month = {November 1}, year = {2008} } @article{Wang08h, author = {Lingfeng Wang and Chanan Singh}, title = {{Stochastic combined heat and power dispatch based on multi-objective particle swarm optimization}}, journal = {International Journal of Electrical Power \& Energy Systems}, volume = {30}, number = {3}, pages = {226--234}, month = {March}, year = {2008} } @article{Wang09, author = {Lingfeng Wang and Chanan Singh}, title = {{Reserve-constrained multiarea environmental/economic dispatch based on particle swarm optimization with local search}}, journal = {Engineering Applications of Artificial Intelligence}, volume = {22}, number = {2}, pages = {298--307}, month = {March}, year = {2009} } @inproceedings{Wang09a, author = {Zai Wang and Tianshi Chen and Ke Tang and Xin Yao}, title = {{A Multi-Objective Approach to Redundancy Allocation Problem in Parallel-Series Systems}}, booktitle = {2009 IEEE Congress on Evolutionary Computation (CEC'2009)}, address = {Trondheim, Norway}, publisher = {IEEE Press}, pages = {582--589}, month = {May}, year = {2009} } @inproceedings{Wang09b, author = {Yu Wang and Bin Li}, title = {{Investigation of Memory-Based Multi-Objective Optimization Evolutionary Algorithm in Dynamic Environment}}, booktitle = {2009 IEEE Congress on Evolutionary Computation (CEC'2009)}, address = {Trondheim, Norway}, publisher = {IEEE Press}, pages = {630--637}, month = {May}, year = {2009} } @inproceedings{Wang09c, author = {Yen-Wen Wang and Chin-Yuan Fan and Chen-Hao Liu}, title = {{Applying sub-population memetic algorithm for multi-objective scheduling problems}}, booktitle = {6th International Conference on Informatics in Control, Automation and Robotics (ICINCO 2009)}, address = {Milan, Italy}, pages = {376--379}, month = {July}, year = {2009} } @incollection{Wang09d, author = {Lingfeng Wang and Chanan Singh}, title = {{Risk and Cost Tradeoff in Economic Dispatch Including Wind Power Penetration Based on Multi-Objective Memetic Particle Swarm Optimization}}, booktitle = {Multi-Objective Memetic Algorithms}, editor = {Chi-Keong Goh and Yew-Soon Ong and Kay Chen Tan}, pages = {209--230}, chapter = {10}, publisher = {Springer, Studies in Computational Intelligence, Vol. 171}, address = {Berlin, Germany}, year = {2009}, note = {ISBN 978-3-540-88050-9} } @article{Wang09e, author = {Yujia Wang and Yupu Yang}, title = {{Particle swarm optimization with preference order ranking for multi-objective optimization}}, journal = {Information Sciences}, volume = {179}, number = {12}, pages = {1944--1959}, month = {May 30}, year = {2009} } @article{Wang09f, author = {Hui-feng Wang and Xiong-hui Zhou and Yanjie Qiu}, title = {{Feature-based multi-objective optimization algorithm for model partitioning}}, journal = {International Journal of Advanced Manufacturing Technology}, volume = {43}, number = {7-8}, pages = {830--840}, month = {August}, year = {2009} } @inproceedings{Wang09g, author = {N.F. Wang and Y.W. Yang}, title = {{Target Geometry Matching Problem for Hybrid Genetic Algorithm Used to Design Structures Subjected to Uncertainty}}, booktitle = {2009 IEEE Congress on Evolutionary Computation (CEC'2009)}, publisher = {IEEE Press}, pages = {1644--1651}, address = {Trondheim, Norway}, month = {May}, year = {2009} } @inproceedings{Wang09h, author = {Yuping Wang and Chuangyin Dang and Hecheng Li and Lixia Han and Jingxuan Wei}, title = {{A Clustering Multi-objective Evolutionary Algorithm Based on Orthogonal and Uniform Design}}, booktitle = {2009 IEEE Congress on Evolutionary Computation (CEC'2009)}, publisher = {IEEE Press}, pages = {2927--2933}, address = {Trondheim, Norway}, month = {May}, year = {2009} } @article{Wang09i, author = {Xuesong Wang and Minglin Hao and Yuhu Cheng and Ruhai Lei}, title = {{PDE-PEDA: A New Pareto-Based Multi-objective Optimization Algorithm}}, journal = {Journal of Universal Computer Science}, volume = {15}, number = {4}, pages = {722--741}, year = {2009} } @article{Wang09j, author = {Hongfeng Wang and Shengxiang Yang and W. H. Ip and Dingwei Wang}, title = {{Adaptive PrimalDual Genetic Algorithms in Dynamic Environments}}, journal = {IEEE Transactions on Systems Man and Cybernetics Part B-Cybernetics}, volume = {39}, number = {6}, pages = {1348--1361}, month = {December}, year = {2009} } @incollection{Wang09k, author = {Zai Wang and Zhenyu Yang and Ke Tang and Xin Yao}, title = {{Adaptive Differential Evolution for Multi-objective Optimization}}, booktitle = {Cutting-Edge Research Topics on Multiple Criteria Decision Making (MCDM'2009)}, editor = {Yong Shi and Shouyang Wang and Yi Peng and Jianping Li and Yong Zeng}, pages = {9--16}, publisher = {Springer, Communications in Computer and Information Science, Vol. 35}, address = {Heidelberg, Germany}, year = {2009} } @inproceedings{Wang09l, author = {Wenliang Wang}, title = {{New Application of Multiobjective Optimization Algorithm: Optical Thin Film Design}}, booktitle = {Proceedings of the Second International Joint Conference on Computational Sciences and Optimization, CSO 2009}, pages = {769--772}, publisher = {IEEE Computer Society Press}, address = {Sanya, Hainan, China}, month = {April 24-26}, year = {2009} } @article{Wang09m, author = {Chia-Ming Wang and Yin-Fu Huang}, title = {{Evolutionary-Based Feature Selection Approaches With New Criteria for Data Mining: A Case Study of Credit Approval Data}}, journal = {Expert Systems With Applications}, volume = {36}, number = {3}, pages = {5900--5908}, month = {April}, year = {2009} } @article{Wang09n, author = {Xiaoqing Wang and Jiafu Tang and Kai-leung Yung}, title = {{Optimization of the multi-objective dynamic cell formation problem using a scatter search approach}}, journal = {International Journal of Advances Manufacturing Technology}, volume = {44}, number = {3-4}, pages = {318--329}, month = {September}, year = {2009} } @article{Wang10, author = {Yujia Wang and Yupu Yang}, title = {{Particle swarm with equilibrium strategy of selection for multi-objective optimization}}, journal = {European Journal of Operational Research}, volume = {200}, number = {1}, pages = {187--197}, month = {January 1}, year = {2010} } @article{Wang10a, author = {Yao-Nan Wang and Liang-Hong Wu and Xiao-Fang Yuan}, title = {{Multi-objective self-adaptive differential evolution with elitist archive and crowding entropy-based diversity measure}}, journal = {Soft Computing}, volume = {14}, number = {3}, pages = {193--209}, month = {February}, year = {2010} } @article{Wang10b, author = {Y. B. Wang and P. T. Wu and X. N. Xao and J. L. Li and L. Lv and H. B. Shao}, title = {{The Optimization for Crop Planning and Some Advances for Water-Saving Crop Planning in the Semiarid Loess Plateau of China}}, journal = {Journal of Agronomy and Crop Science}, volume = {196}, number = {1}, pages = {55--65}, month = {February}, year = {2010} } @article{Wang10c, author = {Nenzi Wang and Kuo-Chiang Cha}, title = {{Multi-objective optimization of air bearings using hypercube-dividing method}}, journal = {Tribology International}, volume = {43}, number = {9}, pages = {1631--1638}, month = {September}, year = {2010} } @ARTICLE{Wang10d, author = {Mingna Wang and Dayong Qin and Chuiyu Lu and Yunpeng Li}, title = {{Modeling Anthropogenic Impacts and Hydrological Processes on a Wetland in China}}, journal = {Water Resources Management}, volume = {24}, number = {11}, pages = {2743--2757}, month = {September}, year = {2010} } @ARTICLE{Wang10e, author = {N. F. Wang and K. Tai}, title = {{Target matching problems and an adaptive constraint strategy for multiobjective design optimization using genetic algorithms}}, journal = {Computers \& Structures}, volume = {88}, number = {19-20}, pages = {1064--1076}, month = {October}, year = {2010} } @INPROCEEDINGS{Wang10f, author = {Shen Wang and Mahdi Mahfouf}, title = {{Efficient multi-objective optimization with fitness landscape -- A special application to the optimal design of alloy-steels}}, booktitle = {2010 IEEE Congress on Evolutionary Computation (CEC'2010)}, year = {2010}, pages = {2060--2067}, address = {Barcelona, Spain}, month = {July 18--23}, publisher = {IEEE Press} } @incollection{Wang10g, author = {Yan Wang and Jian-Chao Zeng and Ying Tan}, title = {{An Artificial Physics Optimization Algorithm for Multi-Objective Problems Based on Virtual Force Sorting Proceedings}}, booktitle = {Swarm, Evolutionary, and Memetic Computing, First International Conference on Swarm, Evolutionary and Memetic Computing, SEMCCO 2010}, editor = {Bijaya Ketan Panigrahi and Swagatam Das and Ponnuthurai Nagaratnam Suganthan and Subhransu Sekhar Dash}, pages = {615--622}, publisher = {Springer-Verlag. Lecture Notes in Computer Science Vol. 6466}, address = {Chennai, India}, month = {December 16-18}, year = {2010} } @ARTICLE{Wang10h, author = {Zai Wang and Ke Tang and Xin Yao}, title = {{Multi-Objective Approaches to Optimal Testing Resource Allocation in Modular Software Systems}}, journal = {IEEE Transactions on Reliability}, volume = {59}, number = {3}, pages = {563--575}, month = {September}, year = {2010} } @ARTICLE{Wang11, author = {Ling Wang and Ling-Po Li}, title = {{Fixed-Structure H-infinity Controller Synthesis Based on Differential Evolution with Level Comparison}}, journal = {IEEE Transactions on Evolutionary Computation}, volume = {15}, number = {1}, pages = {120--129}, month = {February}, year = {2011} } @ARTICLE{Wang11a, author = {Pan Wang and Jianjian Zhang and Li Xu and Hong Wang and Shan Feng and Haoshen Zhu}, title = {{How to measure adaptation complexity in evolvable systems - A new synthetic approach of constructing fitness functions}}, journal = {Expert Systems With Applications}, volume = {38}, number = {8}, pages = {10414--10419}, month = {August}, year = {2011} } @ARTICLE{Wang11b, author = {X. D. Wang and C. Hirsch and Sh. Kang and C. Lacor}, title = {{Multi-objective optimization of turbomachinery using improved NSGA-II and approximation model}}, journal = {Computer Methods in Applied Mechanics and Engineering}, volume = {200}, number = {9-12}, pages = {883--895}, year = {2011} } @ARTICLE{Wang11c, author = {Yu Wang and Bin Li and Yunbi Chen}, title = {{Digital IIR filter design using multi-objective optimization evolutionary algorithm}}, journal = {Applied Soft Computing}, volume = {11}, number = {2}, pages = {1851--1857}, month = {March}, year = {2011} } @ARTICLE{Wang11d, author = {Long Wang and Tong-guang Wang and Yuan Luo}, title = {{Improved non-dominated sorting genetic algorithm (NSGA)-II in multi-objective optimization studies of wind turbine blades}}, journal = {Applied Mathematics and Mechanics-English Edition}, volume = {32}, number = {6}, pages = {739--748}, month = {June}, year = {2011} } @ARTICLE{Wang11e, author = {Chung-Ho Wang and Cheng-Hsiang Li}, title = {{Optimization of an established multi-objective delivering problem by an improved hybrid algorithm}}, journal = {Expert Systems With Applications}, volume = {38}, number = {4}, pages = {4361--4367}, month = {April}, year = {2011} } @inproceedings{Wang11f, author = {Ling Wang and Yunfei Mao and Qun Niu and Minrui Fei}, title = {{A Multi-Objective Binary Harmony Search Algorithm}}, booktitle = {Advances in Swarm Intelligence, Second International Conference, ICSI 2011}, editor = {Ying Tan and Yuhui Shi and Yi Chai and Guoyin Wang}, pages = {74--81}, publisher = {Springer. Lecture Notes in Computer Science Vol. 6729}, address = {Chongqing, China}, month = {June 12-15}, year = {2011} } @ARTICLE{Wang11g, author = {Jun Wang and Hong Peng and Peng Shi}, title = {{An optimal image watermarking approach based on a multi-objective genetic algorithm}}, journal = {Information Sciences}, volume = {181}, number = {24}, pages = {5501--5514}, month = {December 15}, year = {2011} } @ARTICLE{Wang11h, author = {Guilong Wang and Guoqun Zhao and Huiping Li and Yanjin Guan}, title = {{Multi-objective optimization design of the heating/cooling channels of the steam-heating rapid thermal response mold using particle swarm optimization}}, journal = {International Journal of Thermal Sciences}, volume = {50}, number = {5}, pages = {790--802}, month = {May}, year = {2011} } @ARTICLE{Wang11i, author = {W.L. Wang and X.J. Yang and G.X. Xu and Y. Huang}, title = {{Multi-objective design optimization of the complete valve system in an adjustable linear hydraulic damper}}, journal = {Proceedings of the Institution of Mechanical Engineers Part C-Journal of Mechanical Engineering Science}, volume = {225}, number = {C3}, pages = {679--699}, year = {2011} } @ARTICLE{Wang11j, author = {Yaping Wang and Pham Hoang}, title = {{A Multi-Objective Optimization of Imperfect Preventive Maintenance Policy for Dependent Competing Risk Systems With Hidden Failure}}, journal = {IEEE Transactions on Reliability}, volume = {60}, number = {4}, pages = {770--781}, month = {December}, year = {2011} } @ARTICLE{Wang12, author = {Ling Wang and Xiang Zhong and Min Liu}, title = {{A novel group search optimizer for multi-objective optimization}}, journal = {Expert Systems With Applications}, volume = {39}, number = {3}, pages = {2939--2946}, month = {February 15}, year = {2012} } @article{Wang12a, author = {Yong Wang and Zixing Cai}, title = {{Combining Multiobjective Optimization with Differential Evolution to Solve Constrained Optimization Problems}}, journal = {IEEE Transactions on Evolutionary Computation}, volume = {16}, number = {1}, pages = {117--134}, month = {February}, year = {2012} } @inproceedings{Wang12b, author = {Shuan Wang and Dapeng Hua and Zhiguo Zhang and Ming Li and Ke Yao and Zhanyou Wen}, title = {{Robust Controller Design for Main Steam Pressure Based on SPEA2}}, booktitle = {Bio-Inspired Computing and Applications, 7th International Conference on Intelligent Computing, ICIC 2011}, editor = {De-Shuang Huang and Yong Gan and Prashan Premaratne and Kyungsook Han}, pages = {176--182}, publisher = {Springer. 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Greece, September 19-21}, publisher = {International Center for Numerical Methods in Engineering(CIMNE)}, address = {Baracelona, Spain}, editor = {K.C. Giannakoglou and D.T. Tsahalis and J. Periaux and K.D. Papailiou and T. Fogarty}, pages = {167--172}, year = {2001} } @inproceedings{Watanabe02, author = {Shinya Watanabe and Tomoyuki Hiroyasu and Mitsunori Miki}, title = {{LCGA}: {L}ocal {C}ultivation {G}enetic {A}lgorithm for {M}ulti-{O}bjective {O}ptimization {P}roblems}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2002)}, editor = {W.B. Langdon and E. Cant\'{u}-Paz and K. Mathias and R. Roy and D. Davis and R. Poli and K. Balakrishnan and V. Honavar and G. Rudolph and J. Wegener and L. Bull and M.A. Potter and A.C. Schultz and J.F. Miller and E. Burke and N. 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Fonseca and Peter J. Fleming and Eckart Zitzler and Kalyanmoy Deb and Lothar Thiele}, publisher = {Springer. Lecture Notes in Computer Science. Volume 2632}, pages = {565--577}, address = {Faro, Portugal}, month = {April}, year = {2003} } @incollection{Watanabe04, author = {Shinya Watanabe and Tomoyuki Hiroyasu}, title = {Multi-{O}bjective {R}ectangular {P}acking {P}roblem}, booktitle = {Applications of Multi-Objective Evolutionary Algorithms}, editor = {Carlos A. {Coello Coello} and Gary B. 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Liang}, title = {Solving {M}ulti {O}bjective {O}ptimization {P}roblems {U}sing {P}article {S}warm {O}ptimization}, booktitle = {Proceedings of the 2003 Congress on Evolutionary Computation (CEC'2003)}, pages = {2400--2405}, volume = {4}, publisher = {IEEE Press}, month = {December}, address = {Canberra, Australia}, year = {2003} } @inproceedings{Zhang04, author = {Jian Zhang and Xiaohui Yuan and Bill P. Buckles}, title = {Subspace {FDC} for {S}haring {D}istance {E}stimation}, booktitle = {2004 Congress on Evolutionary Computation (CEC'2004)}, publisher = {IEEE Service Center}, volume = {2}, pages = {1735--1742}, address = {Portland, Oregon, USA}, month = {June}, year = {2004} } @article{Zhang04a, author = {Yan Zhang and Kus Hidajat and Ajay K. Ray}, title = {Optimal design and operation of {SMB} bioreactor: production of high fructose syrup by isomerization of glucose}, journal = {Biochemical Engineering Journal}, volume = {21}, number = {2}, pages = {111--121}, month = {October}, year = {2004} } @inproceedings{Zhang05, author = {Yang Zhang and Peter I. Rockett}, title = {Evolving {O}ptimal {F}eature {E}xtraction using {M}ulti-objective {G}enetic {P}rogramming: {A} {M}ethodology and {P}reliminary {S}tudy on {E}dge {D}etection}, booktitle = {2005 Genetic and Evolutionary Computation Conference (GECCO'2005)}, editor = {Hans-Georg Beyer et al.}, pages = {795--802}, publisher = {ACM Press}, volume = {1}, address = {New York, USA}, month = {June}, year = {2005} } @inproceedings{Zhang05a, author = {Xiaohua Zhang and Hongyun Meng and Licheng Jiao}, title = {Improving {PSO}-{B}ased {M}ultiobjective {O}ptimization {U}sing {C}ompetition and {I}mmunity {C}lonal}, booktitle = {Computational Intelligence and Security. International Conference, CIS 2005}, editor = {Yue Hao et al.}, pages = {839--845}, publisher = {Springer, Lecture Notes in Artificial Intelligence Vol. 3801}, address = {Xi'an, China}, month = {December}, year = {2005} } @inproceedings{Zhang06, author = {Xiangrong Zhang and Bin Lu and Shuiping Gou and Licheng Jiao}, title = {Immune {M}ultiobjective {O}ptimization {A}lgorithm {U}sing {U}nsupervised {F}eature {S}election}, booktitle = {Applications of Evolutionary Computing. EvoWorkshops 2006: EvoBIO, EvoCOMNET, EvoHOT, EvoIASP, EvoINTERACTION, EvoMUSART, and EvoSTOC}, editor = {Franz Rothlauf et al.}, pages = {484--494}, publisher = {Springer, Lecture Notes in Computer Science Vol. 3907}, address = {Budapest, Hungary}, month = {April}, year = {2006} } @inproceedings{Zhang06a, author = {Ying Zhang and Raffi Kamalian and Alice M. Agogino and Carlo H. S\'{e}quin}, title = {Design {S}ynthesis of {M}icroelectromechanical {S}ystems {U}sing {G}enetic {A}lgorithms with {C}omponent-{B}ased {G}enotype {R}epresentation}, booktitle = {2006 Genetic and Evolutionary Computation Conference (GECCO'2006)}, editor = {Maarten Keijzer et al.}, pages = {731--738}, publisher = {ACM Press. ISBN 1-59593-186-4}, address = {Seattle, Washington, USA}, volume = {1}, month = {July}, year = {2006} } @phdthesis{Zhang06b, author = {Ying Zhang}, title = {{MEMS} {D}esign {S}ynthesis {B}ased on {H}ybrid {E}volutionary {C}omputation}, school = {Civil and Environmental Engineering, University of California, Berkeley, USA}, year = {2006} } @incollection{Zhang06c, author = {Yang Zheng and Peter I. Rockett}, title = {Feature {E}xtraction {U}sing {M}ulti-{O}bjective {G}enetic {P}rogramming}, booktitle = {Multi-Objective Machine Learning}, editor = {Yaochu Jin}, pages = {75--99}, publisher = {Springer. Studies in Computational Intelligence, Volume 16}, address = {Berlin}, year = {2006} } @inproceedings{Zhang06d, author = {Min Zhang and Huantong Geng and Wenjian Luo and Linfeng Huang and Xufa Wang}, title = {A hybrid of differential evolution and genetic algorithm for constrained multiobjective optimization problems}, booktitle = {Simulated Evolution and Learning, 6th International Conference, SEAL 2006}, editor = {Tzai-Der Wang and Xiaodong Li and Shu-Heng Chen and Xufa Wang and Hussein Abbass and Hitoshi Iba and Guoliang Cheng and Xin Yao}, pages = {318--327}, publisher = {Springer. Lecture Notes in Computer Science Vol. 4247}, address = {Hefei, China}, month = {October}, year = {2006} } @INPROCEEDINGS{Zhang06e, author = {L. B. Zhang and C. G. Zhou and X. L. Xu and C. T. Sun and M. Liu}, title = {{Multi-Objective Evolutionary Algorithm Based on Max-Min Distance Density}}, booktitle = {International Conference on Computational Intelligence and Security (ICCIS'2006)}, pages = {312--315}, publisher = {IEEE Press}, address = {New York}, year = {2006} } @article{Zhang07, author = {Zhuhong Zhang}, title = {Immune optimization algorithm for constrained nonlinear multiobjective optimization problems}, journal = {Applied Soft Computing}, volume = {7}, number = {3}, pages = {840--857}, month = {June}, year = {2007} } @inproceedings{Zhang07a, author = {Yuanyuan Zhang and Mark Harman and S. Afshin Mansouri}, title = {The {M}ulti-{O}bjective {N}ext {R}elease {P}roblem}, booktitle = {2007 Genetic and Evolutionary Computation Conference (GECCO'2007)}, editor = {Dirk Thierens}, pages = {1129--1136}, volume = {1}, publisher = {ACM Press}, address = {London, UK}, month = {July}, year = {2007} } @article{Zhang07b, author = {Qingfu Zhang and Hui Li}, title = {{MOEA}/{D}: {A} {M}ultiobjective {E}volutionary {A}lgorithm {B}ased on {D}ecomposition}, journal = {IEEE Transactions on Evolutionary Computation}, volume = {11}, number = {6}, pages = {712--731}, month = {December}, year = {2007} } @inproceedings{Zhang07c, author = {Qian Zhang and Mahdi Mahfouf}, title = {A {N}ew {R}educed {S}pace {S}earching {A}lgorithm ({RSSA}) and {I}ts {A}pplication in {O}ptimal {D}esign of {A}lloy {S}teels}, booktitle = {2007 IEEE Congress on Evolutionary Computation (CEC'2007)}, pages = {1815--1822}, publisher = {IEEE Press}, address = {Singapore}, month = {September}, year = {2007} } @inproceedings{Zhang07d, author = {Jun Zhang and De-Shuang Huang and Kun-Hong Liu}, title = {{Multi-Sub-Swarm Particle Swarm Optimization Algorithm for Multimodal Function Optimization}}, booktitle = {2007 IEEE Congress on Evolutionary Computation (CEC'2007)}, pages = {3215--3220}, publisher = {IEEE Press}, address = {Singapore}, month = {September}, year = {2007} } @inproceedings{Zhang07e, author = {Yifeng Zhang and Kai-Yew Lum}, title = {Integrated-{O}ptimal {D}esign of {A}irplane and {F}light {C}ontrol {U}sing {G}enetic {A}lgorithms}, booktitle = {2007 IEEE Congress on Evolutionary Computation (CEC'2007)}, pages = {2980--2987}, publisher = {IEEE Press}, address = {Singapore}, month = {September}, year = {2007} } @article{Zhang07f, author = {Yang Zhang and Peter Rockett}, title = {{A Comparison of three evolutionary strategies for multiobjective genetic programming}}, journal = {Artificial Intelligence Review}, volume = {27}, number = {2-3}, pages = {149--163}, month = {March}, year = {2007} } @article{Zhang07g, author = {Zhuhong Zhang and Xin Tu}, title = {{Probabilistic dominance-based multi-objective immune optimization algorithm in noisy environments}}, journal = {Journal of Computational and Theoretical Nanoscience}, volume = {4}, number = {7-8}, pages = {1380--1387}, month = {November-December}, year = {2007} } @incollection{Zhang07h, author = {Yang Zhang and Peter I Rockett}, title = {{Multiobjective Genetic Programming Feature Extraction with Optimized Dimensionality}}, booktitle = {Soft Computing in Industrial Applications}, editor = {Janusz Kacprzyk}, pages = {159--168}, chapter = {15}, publisher = {Springer. Advances in Soft Computing, Vol. 39}, address = {Berlin}, year = {2007} } @article{Zhang08, author = {Qingfu Zhang and Aimin Zhou and Yaochu Jin}, title = {{RM-MEDA}: {A} {R}egularity {M}odel-{B}ased {M}ultiobjective {E}stimation of {D}istribution {A}lgorithm}, journal = {IEEE Transactions on Evolutionary Computation}, volume = {12}, number = {1}, pages = {41--63}, month = {February}, year = {2008} } @article{Zhang08a, author = {Xingdong Zhang and Marc P. Armstrong}, title = {Genetic algorithms and the corridor location problem: multiple objectives and alternative solutions}, journal = {Environment and Planning B--Planning \& Design}, volume = {35}, number = {1}, pages = {148--168}, month = {January}, year = {2008} } @article{Zhang08b, author = {Zhuhong Zhang}, title = {Multiobjective optimization immune algorithm in dynamic environments and its application to greenhouse control}, journal = {Applied Soft Computing}, volume = {8}, number = {2}, pages = {959--971}, month = {March}, year = {2008} } @incollection{Zhang08c, author = {Yang Zhang and HongYu Li and Mahesan Niranjan and Peter Rockett}, title = {{Applying Cost-Sensitive Multiobjective Genetic Programming to Feature Extraction for Spam E-mail Filtering}}, booktitle = {Genetic Programming, 11th European Conference, EuroGP 2008}, editor = {Michael O'Neill and Leonardo Vanneschi and Steven Gustafson and Anna Isabel Esparcia Alc\'{a}zar and Ivanoe De Falco and Antonio Della Cioppa and Ernesto Tarantino}, pages = {325--336}, publisher = {Springer. Lecture Notes in Computer Science Vol. 4971}, address = {Naples, Italy}, month = {March}, year = {2008} } @phdthesis{Zhang08d, author = {Jingqiao Zhang}, title = {{Parameter Adaptive Differential Evolution for Multi-Modal Function Optimization}}, school = {Rensselaer Polytechnic Institute}, address = {Troy, New York, USA}, month = {August}, year = {2008} } @inproceedings{Zhang08e, author = {Jingqiao Zhang and Arthur C. Sanderson}, title = {{Self-Adaptive Multi-Objective Differential Evolution with Direction Information Provided by Archived Inferior Solutions}}, booktitle = {2008 Congress on Evolutionary Computation (CEC'2008)}, pages = {2806--2815}, publisher = {IEEE Service Center}, address = {Hong Kong}, month = {June}, year = {2008} } @inproceedings{Zhang08f, author = {Min Zhang and Wenjian Luo and Xingxin Pei and Xufa Wang}, title = {{The Self-Adaption Strategy for Parameter $\varepsilon$ in $\varepsilon$-MOEA}}, booktitle = {2008 Congress on Evolutionary Computation (CEC'2008)}, pages = {2945--2952}, publisher = {IEEE Service Center}, address = {Hong Kong}, month = {June}, year = {2008} } @article{Zhang08g, author = {X. Zhang and R. Srinivasan and M. Van Liew}, title = {{Multi-site Calibration of the SWAT Model for Hydrologic Modeling}}, journal = {Transactions of the ASABE}, volume = {51}, number = {6}, pages = {2039--2049}, month = {November-December}, year = {2008}, } @article{Zhang08h, author = {Wen Zhang and Yutian Liu}, title = {{Multi-objective reactive power and voltage control based on fuzzy optimization strategy and fuzzy adaptive particle swarm}}, journal = {International Journal of Electrical Power \& Energy Systems}, volume = {30}, number = {9}, pages = {525--532}, month = {November}, year = {2008} } @phdthesis{Zhang08i, author = {Xuesong Zhang}, title = {Evaluating and Developing Parameter Optimization and Uncertainty Analysis Methods for a Computationally Intensive Distributed Hydrological Model}, school = {Texas A\&M University}, address = {USA}, month = {August}, year = {2008} } @ARTICLE{Zhang08j, author = {Taohong Zhang and Linxin Li and Fujun Liang and Bingru Yang}, title = {{Parameter optimization of laser die-surface hardening using the particle swarm optimization technique}}, journal = {International Journal of Aavanced Manufacturing Technology}, volume = {36}, number = {11-12}, pages = {1104--1112}, month = {April}, year = {2008} } @article{Zhang09, author = {Yang Zhang and Peter I. Rockett}, title = {A Generic Multi-dimensional Feature Extraction Method Using Multiobjective Genetic Programming}, journal = {Evolutionary Computation}, volume = {17}, number = {1}, pages = {89--115}, month = {Spring}, year = {2009} } @inproceedings{Zhang09a, author = {Qingfu Zhang and Wudong Liu and Hui Li}, title = {{The Performance of a New Version of MOEA/D on CEC09 Unconstrained MOP Test Instances}}, booktitle = {2009 IEEE Congress on Evolutionary Computation (CEC'2009)}, address = {Trondheim, Norway}, publisher = {IEEE Press}, pages = {203--208}, month = {May}, year = {2009} } @inproceedings{Zhang09b, author = {Mingming Zhang and Shuguang Zhao and Xu Wang}, title = {{Multi-Objective Evolutionary Algorithm Based on Adaptive Discrete Differential Evolution}}, booktitle = {2009 IEEE Congress on Evolutionary Computation (CEC'2009)}, address = {Trondheim, Norway}, publisher = {IEEE Press}, pages = {614--621}, month = {May}, year = {2009} } @inproceedings{Zhang09c, author = {Q. Zhang and H. Manier and M.-A. Manier}, title = {{A General Model for Job Shop Problems Using Imune-Genetic Algorithm and Multiobjective Optimization Techniques}}, booktitle = {6th International Conference on Informatics in Control, Automation and Robotics (ICINCO 2009)}, address = {Milan, Italy}, pages = {390--393}, month = {July}, year = {2009} } @article{Zhang09d, author = {Guohui Zhang and Xinyu Shao and Peigen Li and Liang Gao}, title = {{An effective hybrid particle swarm optimization algorithm for multi-objective flexible job-shop schedulling problem}}, journal = {Computers \& Industrial Engineering}, volume = {56}, number = {4}, pages = {1309--1318}, month = {May}, year = {2009} } @inproceedings{Zhang09e, author = {Qian Zhang and Mahdi Mahfouf}, title = {{A Modified PSO with a Dynamically Varying Population and Its Application to the Multi-Objective Optimal Design of Alloy Steels}}, booktitle = {2009 IEEE Congress on Evolutionary Computation (CEC'2009)}, publisher = {IEEE Press}, pages = {3241--3248}, address = {Trondheim, Norway}, month = {May}, year = {2009} } @INPROCEEDINGS{Zhang09f, author = {Zhuhong Zhang and Shuqu Qian}, title = {{Multi-Objective Immune Optimization in Dynamic Environments and Its Application to Signal Simulation}}, booktitle = {2009 International Conference on Measuring Technology and Mechatronics Automation (ICMTMA'09)}, pages = {246--250}, publisher = {IEEE Computer Society}, address = {Zhangjiajie, Hunan, China}, month = {April}, year = {2009} } @article{Zhang09g, author = {Yang Zhang and Peter I. Rockett}, title = {{Application of Multiobjective Genetic Programming to the Design of Robot Failure Recognition Systems}}, journal = {IEEE Transactions on Automation Science and Engineering}, volume = {6}, number = {2}, pages = {372--376}, month = {April}, year = {2009} } @ARTICLE{Zhang09h, author = {Chengbin Zhang and Yongping Chen and Mingheng Shi and G.P. Peterson}, title = {{Optimization of heat pipe with axial ``Omega''-shaped micro grooves based on a niched Pareto genetic algorithm (NPGA)}}, journal = {Applied Thermal Engineering}, volume = {29}, number = {16}, pages = {3340--3345}, month = {November}, year = {2009} } @article{Zhang10, author = {Yudong Zhang and Yan Jun and Geng Wei and Lenan Wu}, title = {{Find multi-objective paths in stochastic networks via chaotic immune PSO}}, journal = {Expert Systems with Applications}, volume = {37}, number = {3}, pages = {1911--1919}, month = {March 15}, year = {2010} } @article{Zhang10a, author = {Wenqiang Zhang and Mitsuo Gen}, title = {{Process Planning and Scheduling in Distributed Manufacturing System Using Multiobjective Genetic Algorithm}}, journal = {IEEJ Transactions on Electrical and Electronic Engineering}, volume = {5}, number = {1}, pages = {62--72}, month = {January}, year = {2010} } @article{Zhang10b, author = {Xuesong Zhang and Raghavan Srinivasan and Michael Van Liew}, title = {{On the use of multi-algorithm, genetically adaptive multi-objective method for multi-site calibration of the SWAT model}}, journal = {Hydrological Processes}, volume = {24}, number = {8}, pages = {955--969}, month = {April 15}, year = {2010} } @article{Zhang10c, author = {Qingfu Zhang and Wudong Liu and Edward Tsang and Botond Virginas}, title = {{Expensive Multiobjective Optimization by MOEA/D With Gaussian Process Model}}, journal = {IEEE Transactions On Evolutionary Computation}, volume = {14}, number = {3}, pages = {456--474}, month = {June}, year = {2010} } @ARTICLE{Zhang10d, author = {Qian Zhang and Mandi Mahfouf}, title = {{A nature-inspired multi-objective optimisation strategy based on a new reduced space searching algorithm for the design of alloy steels}}, journal = {Engineering Applications of Artificial Intelligence}, volume = {23}, number = {5}, pages = {660--675}, month = {August}, year = {2010} } @ARTICLE{Zhang10e, author = {X. Zhang and R. C. Izaurralde and D. Manowitz and T. O. West and W. M. Post and A. M. Thomson and V. P. Bandaruw and J. Nichols and J. R. Williams}, title = {{An integrative modeling framework to evaluate the productivity and sustainability of biofuel crop production systems}}, journal = {Global Change Biology Bioenergy}, volume = {2}, number = {5}, pages = {258--277}, month = {October}, year = {2010} } @ARTICLE{Zhang10f, author = {Hong Zhang and Feng Xing}, title = {{Fuzzy-multi-objective particle swarm optimization for time-cost-quality tradeoff in construction}}, journal = {Automation in Construction}, volume = {19}, number = {8}, pages = {1067--1075}, month = {December}, year = {2010} } @INPROCEEDINGS{Zhang10g, author = {Qingfu Zhang and Hui Li and Dietmar Maringer and Edward Tsang}, title = {{MOEA/D with NBI-style Tchebycheff approach for portfolio management}}, booktitle = {2010 IEEE Congress on Evolutionary Computation (CEC'2010)}, year = {2010}, pages = {3308--3315}, address = {Barcelona, Spain}, month = {July 18--23}, publisher = {IEEE Press} } @article{Zhang11, author = {Yong Zhang and Xiao-bei Wu and Zong-yi Xing and Wei-Li Hu}, title = {{On generating interpretable and precise fuzzy systems based on Pareto multi-objective cooperative co-evolutionary algorithm}}, journal = {Applied Soft Computing}, volume = {11}, number = {1}, pages = {1284--1294}, month = {January}, year = {2011} } @article{Zhang11a, author = {Yang Zhang and Peter I. Rockett}, title = {{A generic optimising feature extraction method using multiobjective genetic programming}}, journal = {Applied Soft Computing}, volume = {11}, number = {1}, pages = {1087--1097}, month = {January}, year = {2011} } @article{Zhang11b, author = {Qian Zhang and Mahdi Mahfouf}, title = {{A Hierarchical Mamdani-Type Fuzzy Modelling Approach With New Training Data Selection and Multi-Objective Optimisation Mechanisms: A Special Application for the Prediction of Mechanical Properties of Alloy Steels}}, journal = {Applied Soft Computing}, volume = {11}, number = {2}, pages = {2419--2443}, month = {March}, year = {2011} } @article{Zhang11c, author = {Wenqiang Zhang and Mitsuo Gen}, title = {{An efficient multiobjective genetic algorithm for mixed-model assembly line balancing problem considering demand ratio-based cycle time}}, journal = {Journal of Intelligent Manufacturing}, volume = {22}, number = {3}, pages = {367--378}, month = {January}, year = {2011} } @article{Zhang11d, author = {Yuanyuan Zhang and Mark Harman and Anthony Finkelstein and S. Afshin Mansouri}, title = {{Comparing the performance of metaheuristics for the analysis of multi-stakeholder tradeoffs in requirements optimisation}}, journal = {Information and Software Technology}, volume = {53}, number = {7}, pages = {761--773}, month = {July}, year = {2011} } @article{Zhang11e, author = {Zhuhong Zhang and Shuqu Qian}, title = {{Artificial immune system in dynamic environments solving time-varying non-linear constrained multi-objective problems}}, journal = {Soft Computing}, volume = {15}, number = {7}, pages = {1333--1349}, month = {July}, year = {2011} } @article{Zhang11f, author = {Chi Zhang and Jose Emmanuel Ramirez-Marquez and Claudio M. Sanseverino}, title = {A holistic method for reliability performance assessment and critical components detection in complex networks}, journal = {IIE Transactions}, volume = {43}, number = {9}, pages = {661--675}, year = {2011} } @ARTICLE{Zhang11g, author = {Xuesong Zhang and Raghavan Srinivasan and Jeff Arnold and R. Cesar Izaurralde and David Bosch}, title = {{Simultaneous calibration of surface flow and baseflow simulations: a revisit of the SWAT model calibration framework}}, journal = {Hydrological Processes}, volume = {25}, number = {14}, pages = {2313--2320}, month = {July 1}, year = {2011} } @ARTICLE{Zhang11h, author = {Yong Zhang and Dun-wei Gong and Zhong-hai Ding}, title = {{Handling multi-objective optimization problems with a multi-swarm cooperative particle swarm optimizer}}, journal = {Expert Systems with Applications}, volume = {38}, number = {11}, pages = {13933--13941}, month = {October}, year = {2011} } @ARTICLE{Zhang11i, author = {Qian Zhang and Mahdi Mahfouf and John R. Yates and Christophe Pinna and George Panoutsos and Soufiene Boumaiza and Richard J. Greene and Luis {de Leon}}, title = {{Modeling and Optimal Design of Machining-Induced Residual Stresses in Aluminium Alloys Using a Fast Hierarchical Multiobjective Optimization Algorithm}}, journal = {Materials and Manufacturing Processes}, volume = {26}, number = {3}, pages = {508--520}, month = {}, year = {2011} } @ARTICLE{Zhang11j, author = {Jinya Zhang and Hongwu Zhu and Chun Yang and Yan Li and Huan Wei}, title = {{Multi-objective shape optimization of helico-axial multiphase pump impeller based on NSGA-II and ANN}}, journal = {Energy Conversion and Management}, volume = {52}, number = {1}, pages = {538--546}, month = {January}, year = {2011} } @ARTICLE{Zhang11k, author = {Xiaoli Zhang and Carl A. Nelson}, title = {{Multiple-Criteria Kinematic Optimization for the Design of Spherical Serial Mechanisms Using Genetic Algorithms}}, journal = {Journal of Mechanical Design}, volume = {133}, number = {1}, month = {January}, note = {Article Number 011005}, year = {2011} } @ARTICLE{Zhang11l, author = {Deng Zhang and Shingo Mabu and Kotaro Hirasawa}, title = {{Image Denoising Using Pulse Coupled Neural Network with an Adaptive Pareto Genetic Algorithm}}, journal = {IEEJ Transactions on Electrical and Electronic Engineering}, volume = {6}, number = {5}, pages = {474--482}, month = {September}, year = {2011} } @ARTICLE{Zhang12, author = {Tao Zhang and W. A. Chaovalitwongse and Yuejie Zhang}, title = {{Scatter search for the stochastic travel-time vehicle routing problem with simultaneous pick-ups and deliveries}}, journal = {Computers \& Operations Research}, volume = {39}, number = {10}, pages = {2277--2290}, month = {October}, year = {2012} } @ARTICLE{Zhang12a, author = {Yong Zhang and Guangyong Sun and Guangyao Li and Zhen Luo and Qing Li}, title = {{Optimization of foam-filled bitubal structures for crashworthiness criteria}}, journal = {Materials \& Design}, volume = {38}, pages = {99--109}, month = {June}, year = {2012} } @ARTICLE{Zhang12b, author = {Yong Zhang and Dun-Wei Gong and Zhonghai Ding}, title = {{A bare-bones multi-objective particle swarm optimization algorithm for environmental/economic dispatch}}, journal = {Information Sciences}, volume = {192}, pages = {213--227}, month = {June 1}, year = {2012} } @ARTICLE{Zhang12c, author = {Dan Zhang and Zhen Gao}, title = {{Forward kinematics, performance analysis, and multi-objective optimization of a bio-inspired parallel manipulator}}, journal = {Robotics and Computer-Intregrated Manufacturing}, volume = {28}, number = {4}, pages = {484--492}, month = {August}, year = {2012} } @ARTICLE{Zhang12d, author = {Wenqiang Zhang and Shigeru Fujimura}, title = {{Multiobjective process planning and scheduling using improved vector evaluated genetic algorithm with archive}}, journal = {IEEJ Transactions on Electrical and Electronic Engineering}, volume = {7}, number = {3}, pages = {258--267}, month = {May}, year = {2012} } @inproceedings{Zhao01, author = {Yong Zhao and Carlos A. Brizuela and Nobuo Sannomiya}, title = {Application of the {P}artial {E}numeration {S}election {M}ethod in {G}enetic {A}lgorithms to {S}olving a {M}ulti-{O}bjective {F}lowshop {P}roblem}, booktitle = {2001 IEEE International Conference on Systems, Man, and Cybernetics}, volume = {4}, pages = {2365--2370}, year = {2001} } @inproceedings{Zhao05, author = {Shuguang Zhao and Licheng Jiao and Jianxun Zhao and Yuping Wang}, title = {Evolutionary {D}esign of {A}nalog {C}ircuits with a {U}niform-{D}esign {B}ased {M}ulti-{O}bjective {A}daptive {G}enetic {A}lgorithm}, booktitle = {2005 NASA/DoD Conference on Evolvable Hardware}, editor = {Jason Lohn and David Gwaltney and Gregory Hornby and Ricardo Zebulum and Didier Keymeulen and Adrian Stoica}, pages = {26--29}, publisher = {IEEE Computer Society Press}, address = {Los Alamitos, California}, month = {July}, year = {2005} } @inproceedings{Zhao05a, author = {Shuguang Zhao and Jianxun Zhao and Licheng Jia}, title = {Adaptive {G}enetic {A}lgorithm {B}ased {A}pproach for {E}volutionary {D}esign and {M}ulti-objective {O}ptimization of {L}ogic {C}ircuits}, booktitle = {2005 NASA/DoD Conference on Evolvable Hardware}, editor = {Jason Lohn and David Gwaltney and Gregory Hornby and Ricardo Zebulum and Didier Keymeulen and Adrian Stoica}, pages = {67--72}, publisher = {IEEE Computer Society Press}, address = {Los Alamitos, California}, month = {July}, year = {2005} } @article{Zhao05b, author = {Bo Zhao and Yi-jia Cao}, title = {Multiple objective particle swarm optimization technique for economic load dispatch}, journal = {Journal of Zhejiang University SCIENCE}, volume = {6A}, number = {5}, pages = {420--427}, year = {2005} } @inproceedings{Zhao05c, author = {F.Q. Zhao and Q.Y. Zhang and D.M. Yu and X.H. Chen}, title = {A hybrid algorithm based on {PSO} and simulated annealing and its applications for partner selection in virtual enterprise}, booktitle = {Advances in Intelligent Computing, Pt 1, Proceedings}, pages = {380--389}, publisher = {Springer. Lecture Notes in Computer Science Vol. 3644}, year = {2005} } @inproceedings{Zhao05d, author = {Shuguang Zhao and Licheng Jiao and Jun Zhao}, title = {Multi-objective {E}volutionary {D}esign and {K}nowledge {D}iscovery of {L}ogic {C}ircuits with an {I}mproved {G}enetic {A}lgorithm}, booktitle = {Computational Intelligence and Security. International Conference, CIS 2005}, pages = {273--278}, publisher = {Springer, Lecture Notes in Artificial Intelligence Vol. 3801}, address = {Xi'an, China}, month = {December}, year = {2005} } @article{Zhao06, author = {Shuguang Zhao and Licheng Jiao}, title = {Multi-objective evolutionary design and knowledge discovery of logic circuits on an adaptive genetic algorithm}, journal = {Genetic Programming and Evolvable Machines}, volume = {7}, number = {3}, pages = {195--210}, month = {October}, year = {2006} } @incollection{Zhao06a, author = {Shuguang Zhao and Xinquan Lai and Mingying Zhao}, title = {{A Uniform-Design Based Multi-objective Adaptive Genetic Algorithm and Its Application to Automated Design of Electronic Circuits}}, booktitle = {2006 Second International Conference on Advances in Natural Computation (ICNC 2006)}, editor = {Licheng Jiao and Lipo Wang and Xinbo Gao and Jing Liu and Feng Wu}, pages = {653--656}, publisher = {Springer. Lecture Notes in Computer Science, Vol. 4221}, address = {Xi'an, China}, year = {2006}, note = {ISBN 3-540-45901-4} } @article{Zhao07, author = {Huimin Zhao}, title = {A multi-objective genetic programming approach to developing Pareto optimal decision trees}, journal = {Decision Support Systems}, volume = {43}, number = {3}, pages = {809--826}, month = {April}, year = {2007} } @INPROCEEDINGS{Zhao07a, author = {Yongxiang Zhao and Shengwu Xiong and Meifang Li}, title = {{Constrained Single- and Multiple-Objective Optimization with Differential Evolution}}, booktitle = {Third International Conference on Natural Computation (ICNC 2007)}, pages = {451--455}, publisher = {IEEE Computer Society}, address = {Haikou, Hainan, China}, month = {August 24-27}, year = {2007} } @article{Zhao07b, author = {Han-Hua Zhao and Zhaoheng Liu and My-Thien Dao}, title = {{Reliability optimization using multiobjective ant colony system approaches}}, journal = {Reliability Engineering \& System Safety}, volume = {92}, number = {1}, pages = {109--120}, month = {January}, year = {2007} } @INPROCEEDINGS{Zhao09, author = {Lihua Zhao and Lizhong Xu and Xianjian Xiao and Xiaofeng Ding and Jun Liu}, title = {{Research on Algorithm and Project Application for Distribution Automation Optimization Planning}}, booktitle = {International Conference on Sustainable Power Generation and Supply, 2009. (SUPERGEN'09)}, pages = {1--7}, publisher = {IEEE Computer Society}, address = {Nanjing, China}, month = {April}, year = {2009} } @article{Zhao10, author = {Shi-Zheng Zhao and Ponnuthurai Nagaratnam Suganthan}, title = {{Multi-Objective Evolutionary Algorithm with Ensemble of External Archives}}, journal = {International Journal of Innovative Computing Information and Control}, volume = {6}, number = {4}, pages = {1713--1726}, month = {April}, year = {2010} } @inproceedings{Zhao10a, author = {Wenjing Zhao and Jing Liu and Hussein A. Abbass and Axel Bender}, title = {{A Multi-Objective Risk-Based Approach for Airlift Task Scheduling Using Stochastic Bin Packing}}, booktitle = {2010 IEEE Congress on Evolutionary Computation (CEC'2010)}, pages = {442--449}, publisher = {IEEE Press}, address = {Barcelona, Spain}, month = {July 18--23}, year = {2010} } @ARTICLE{Zhao11, author = {S.-Z. Zhao and P.N. Suganthan}, title = {{Two-lbests based multi-objective particle swarm optimizer}}, journal = {Engineering Optimization}, volume = {43}, number = {1}, pages = {1--17}, month = {January}, year = {2011} } @ARTICLE{Zhao11a, author = {S. -Z. Zhao and M. Willjuice Iruthayarajan and S. Baskar and P. N. Suganthan}, title = {{Multi-objective robust PID controller tuning using two lbests multi-objective particle swarm optimization}}, journal = {Information Sciences}, volume = {181}, number = {16}, pages = {3323--3335}, month = {August 15}, year = {2011} } @phdthesis{Zhen06, author = {Zeng Zhen}, title = {Coordinated Rescheduling of Precast Production}, school = {Department of Civil Engineering, National University of Singapore}, address = {Singapore}, year = {2006} } @article{Zheng04, author = {D.X.M. Zheng and S.T. Ng and M.M. Kumaraswamy}, title = {Applying a genetic algorithm-based multiobjective approach for time-cost optimization}, journal = {Journal of Construction Engineering and Management--ASCE}, volume = {130}, number = {2}, pages = {168--176}, month = {March-April}, year = {2004} } @inproceedings{Zheng04a, author = {Jinhua Zheng and Zhongzhi Shi and Charles X. Ling and Yong Xie}, title = {Some {D}iscussions about {MOGA}s: {I}ndividual {R}elations, {N}on-dominated {S}et, and {A}pplication on {A}utomatic {N}egotiation}, booktitle = {2004 Congress on Evolutionary Computation (CEC'2004)}, publisher = {IEEE Service Center}, volume = {1}, pages = {706--712}, address = {Portland, Oregon, USA}, month = {June}, year = {2004} } @ARTICLE{Zheng05, author = {D. X. M. Zheng and S. T. Ng and M. M. Kumaraswamy}, title = {{Applying pareto ranking and niche formation to genetic algorithm-based multiobjective time-cost optimization}}, journal = {Journal of Construction Engineering and Management-ASCE}, volume = {131}, number = {1}, pages = {81--91}, month = {January}, year = {2005} } @article{Zheng08, author = {Shao Yong Zheng and Sai Ho Yeung and Wing Shing Chan and Kim Fung Man and Shu Hung Leung and Quan Xue}, title = {Dual-band rectangular patch hybrid coupler}, journal = {IEEE Transactions on Microwave Theory and Techniques}, volume = {56}, number = {7}, pages = {1721--1728}, month = {July}, year = {2008} } @article{Zheng08a, author = {Ligang Zheng and Hao Zhou and Chunlin Wang and Kefa Cen}, title = {{Combining support vector regression and ant colony optimization to reduce NOx emissions in coal-fired utility boilers}}, journal = {ENERGY \& FUELS}, volume = {22}, number = {2}, pages = {1034--1040}, month = {March - April}, year = {2008} } @article{Zheng09, author = {Xiangwei Zheng and Hong Liu}, title = {{A hybrid vertical mutation and self-adaption based MOPSO}}, journal = {Computers \& Mathematics with Applications}, volume = {57}, number = {11-12}, pages = {2030--2038}, month = {June}, year = {2009} } @article{Zheng10, author = {Xiangwei Zheng and Hong Liu}, title = {{A Scalable Coevolutionary Multi-Objective Particle Swarm Optimizer}}, journal = {International Journal of Computational Intelligence Systems}, volume = {3}, number = {5}, pages = {590--600}, month = {October}, year = {2010} } @inproceedings{Zhenyu02, author = {Yan Zenyhu and Kang Lishan and Bob McKay and Fu Penghui}, title = {{SEEA} {F}or {M}ultiobjective {O}ptimization: {R}einforcing {E}litist {MOEA} {T}hrough {M}ulti-{P}arent {C}rossover, {S}teady {E}limination and {S}warm {H}ill {C}limbing}, booktitle = {Proceedings of the 4th Asia-Pacific Conference on Simulated Evolution and Learning (SEAL'02)}, editor = {Lipo Wang and Kay Chen Tan and Takeshi Furuhashi and Jong-Hwan Kim and Xin Yao}, volume = {1}, pages = {21--25}, publisher = {Nanyang Technical University}, address = {Orchid Country Club, Singapore}, month = {November}, year = {2002} } @inproceedings{Zhong11, author = {Jing-Hui Zhong and Jun Zhang}, title = {{Adaptive Multi-Objective Differential Evolution with Stochastic Coding Strategy}}, booktitle = {2011 Genetic and Evolutionary Computation Conference (GECCO'2011)}, pages = {665--672}, publisher = {ACM Press}, address = {Dublin, Ireland}, month = {July 12-16}, year = {2011} } @inproceedings{Zhou97, author = {Gengui Zhou and Mitsuo Gen}, booktitle = {Proceedings of the 1997 IEEE International Conference on Evolutionary Computation}, key = {Zhou \& Gen, 1997}, pages = {419--424}, address = {Piscataway, New Jersey}, month = {April}, publisher = {IEEE Press}, title = {Evolutionary {C}omputation on {M}ulticriteria {P}roduction {P}rocess {P}lanning {P}roblem}, year = {1997} } @article{Zhou99, author = {Gengui Zhou and Mitsuo Gen}, journal = {European Journal of Operational Research}, month = {April}, volume = {114}, number = {1}, title = {Genetic {A}lgorithm {A}pproach on {M}ulti-{C}riteria {M}inimum {S}panning {T}ree {P}roblem}, year = {1999} } @article{Zhou00, author = {Fangbin Zhou and Santosh K. Gupta and Ajay K. Ray}, title = {Multiobjective {O}ptimization of the {C}ontinouos {C}asting {P}rocess for {P}oly (methyl methacrylate) {U}sing {A}dapted {G}enetic {A}lgorithm}, journal = {Journal of Applied Polymer Science}, volume = {78}, number = {7}, pages = {1439--1458}, month = {November}, year = {2000} } @article{Zhou01, author = {FB Zhou and SK Guptam and AK Ray}, title = {{Modeling of the sheet-molding process for poly(methyl methacrylate)}}, journal = {Journal Of Applied Polymer Science}, volume = {81}, number = {8}, pages = {1951--1971}, month = {August 22}, year = {2001} } @phdthesis{Zhou02, author = {Ningning Zhou}, title = {Simulation and Synthesis of MicroElectroMechanical Systems}, school = {Department of Mechanical Engineering, The University of California at Berkeley}, address = {Berkeley, California}, month = {Spring}, year = {2002} } @inproceedings{Zhou05, author = {Y.R. Zhou and J. He}, title = {The convergence of a multi-objective evolutionary algorithm based on grids}, booktitle = {Advances in Natural Computation, Pt 2, Proceedings}, pages = {1015--1024}, publisher = {Springer. 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Lecture Notes in Computer Science Vol. 4193}, address = {Reykjavik, Iceland}, month = {September}, year = {2006} } @incollection{Zhou06a, author = {Shang-Ming Zhou and John Q. Gan}, title = {Multiple {O}bjective {L}earning for {C}onstructing {I}nterpretable {T}akagi-{S}ugeno {F}uzzy {M}odel}, booktitle = {Multi-Objective Machine Learning}, editor = {Yaochu Jin}, pages = {385--403}, publisher = {Springer. Studies in Computational Intelligence, Volume 16}, address = {Berlin}, year = {2006} } @inproceedings{Zhou06b, author = {Aimin Zhou and Yaochu Jin and Qingfu Zhang and Bernhard Sendhoff and Edward Tsang}, title = {Combining {M}odel-based and {G}enetic-based {O}ffspring {G}eneration for {M}ulti-objective {O}ptimization {U}sing a {C}onvergence {C}riterion}, booktitle = {2006 IEEE Congress on Evolutionary Computation (CEC'2006)}, pages = {3234--3241}, publisher = {IEEE}, address = {Vancouver, BC, Canada}, month = {July}, year = {2006} } @article{Zhou07, author = {Yuren Zhou and Jun He}, title = {Convergence analysis of a self-adaptive multi-objective evolutionary algorithm based on grids}, journal = {Information Processing Letters}, volume = {104}, number = {4}, pages = {117--122}, month = {November}, year = {2007} } @inproceedings{Zhou07a, author = {Aimin Zhou and Qingfu Zhang and Yaochu Jin and Bernhard Sendhoff and Edward Tsang}, title = {Global {M}ultiobjective {O}ptimization via {E}stimation of {D}istribution {A}lgorithm with {B}iased {I}nitialization and {C}rossover}, booktitle = {2007 Genetic and Evolutionary Computation Conference (GECCO'2007)}, editor = {Dirk Thierens}, pages = {617--622}, volume = {1}, publisher = {ACM Press}, address = {London, UK}, month = {July}, year = {2007} } @inproceedings{Zhou07b, author = {Aimin Zhou and Yaochu Jin and Qingfu Zhang and Bernhard Sendhoff and Edward Tsang}, title = {Prediction-{B}ased {P}opulation {R}e-initialization for {E}volutionary {D}ynamic {M}ulti-objective {O}ptimization}, booktitle = {Evolutionary Multi-Criterion Optimization, 4th International Conference, EMO 2007}, editor = {Shigeru Obayashi and Kalyanmoy Deb and Carlo Poloni and Tomoyuki Hiroyasu and Tadahiko Murata}, pages = {832--846}, publisher = {Springer. 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Bhattacharyya}, title = {Evolutionary {A}lgorithm {B}ased {E}xploration of {S}oftware {S}chedules for {D}igital {S}ignal {P}rocessors}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'99)}, editor = {W. Banzhaf and J. Daida and A. E. Eiben and M. H. Garzon and V. Honavar and M. Jakiela and R. E. Smith}, publisher = {Morgan Kaufmann}, address = {San Francisco, California}, volume = {2}, pages = {1762--1769}, month = {July}, year = 1999 } @techreport{Zitzler99a, author = {Eckart Zitzler and Kalyanmoy Deb and Lothar Thiele}, title = {Comparison of {M}ultiobjective {E}volutionary {A}lgorithms: {E}mpirical {R}esults}, institution = {Computer Engineering and Networks Laboratory (TIK), Swiss Federal Institute of Technology (ETH) Zurich}, year = 1999, number = 70, address = {Gloriastrasse 35, CH-8092 Zurich, Switzerland}, month = {December} } @article{Zitzler99b, author = {Eckart Zitzler and Lothar Thiele}, title = {Multiobjective {E}volutionary {A}lgorithms: {A} {C}omparative {C}ase {S}tudy and the {S}trength {P}areto {A}pproach}, journal = {IEEE Transactions on Evolutionary Computation}, volume = {3}, number = {4}, month = {November}, pages = {257--271}, year = 1999 } @inproceedings{Zitzler99c, AUTHOR = {Eckart Zitzler and Kalyanmoy Deb and Lothar Thiele}, ADDRESS = {Orlando, Florida}, BOOKTITLE = {Proceedings of the 1999 Genetic and Evolutionary Computation Conference. Workshop Program}, KEY = {Zitzler et al., 1999d}, PAGES = {121--122}, MONTH = {July}, TITLE = {Comparison of {M}ultiobjective {E}volutionary {A}lgorithms on {T}est {F}unctions of {D}ifferent {D}ifficulty}, EDITOR = {Annie S. Wu}, YEAR = {1999} } @phdthesis{Zitzler99d, author = {Eckart Zitzler}, address = {Zurich, Switzerland}, key = {Zitzler, 1999f}, month = {November}, school = {Swiss Federal Institute of Technology (ETH)}, title = {Evolutionary {A}lgorithms for {M}ultiobjective {O}ptimization: {M}ethods and {A}pplications}, year = {1999} } @article{Zitzler00, author = {Eckart Zitzler and Kalyanmoy Deb and Lothar Thiele}, journal = {Evolutionary Computation}, publisher = {MIT Press}, title = {Comparison of {M}ultiobjective {E}volutionary {A}lgorithms: {E}mpirical {R}esults}, volume = {8}, number = {2}, month = {Summer}, pages = {173--195}, year = {2000} } @article{Zitzler00a, author = {Eckart Zitzler and J{\"u}rgen Teich and Shuvra S. Bhattacharyya}, title = {Multidimensional {E}xploration of {S}oftware {I}mplementations for {DSP} {A}lgorithms}, journal = {Journal of VLSI Signal Processing Systems for Signal Image and Video Technology}, volume = {24}, number = {1}, month = {February}, pages = {83--98}, year = {2000} } @techreport{Zitzler01, author = {Eckart Zitzler and Marco Laumanns and Lothar Thiele}, title = {{SPEA2}: Improving the {S}trength {P}areto {E}volutionary {A}lgorithm}, institution = {Computer Engineering and Networks Laboratory (TIK), Swiss Federal Institute of Technology (ETH) Zurich}, year = 2001, number = 103, address = {Gloriastrasse 35, CH-8092 Zurich, Switzerland}, month = {May} } @inproceedings{Zitzler01a, author = {Eckart Zitzler and Marco Laumanns and Lothar Thiele}, title = {{SPEA2}: Improving the {S}trength {P}areto {E}volutionary {A}lgorithm}, booktitle = {EUROGEN 2001. Evolutionary Methods for Design, Optimization and Control with Applications to Industrial Problems}, editor = {K. Giannakoglou and D. Tsahalis and J. Periaux and P. Papailou and T. Fogarty}, pages = {95--100}, address = {Athens, Greece}, year = {2002} } @inproceedings{Zitzler02, author = {Eckart Zitzler and Marco Laumanns and Lothar Thiele and Carlos M. Fonseca and Viviane {Grunert da Fonseca}}, title = {Why {Q}uality {A}ssessment of {M}ultiobjective {O}ptimizers {I}s {D}ifficult}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2002)}, editor = {W.B. Langdon and E. Cant\'{u}-Paz and K. Mathias and R. Roy and D. Davis and R. Poli and K. Balakrishnan and V. Honavar and G. Rudolph and J. Wegener and L. Bull and M.A. Potter and A.C. Schultz and J.F. Miller and E. Burke and N. Jonoska}, pages = {666--673}, publisher = {Morgan Kaufmann Publishers}, address = {San Francisco, California}, month = {July}, year = {2002} } @inproceedings{Zitzler02a, author = {Eckart Zitzler}, title = {Evolutionary {A}lgorithms for {M}ultiobjective {O}ptimization}, booktitle = {Evolutionary Methods for Design, Optimisation, and Control (EUROGEN 2001)}, pages = {19--26}, publisher = {CIMNE}, address = {Barcelona, Spain}, year = {2002} } @TECHREPORT{Zitzler02b, author = {E. Zitzler and L. Thiele and M. Laumanns and C. M. Fonseca and V. {Grunert da Fonseca}}, title = {{Performance Assessment of Multiobjective Optimizers: An Analysis and Review}}, institution = {Computer Engineering and Networks Laboratory, ETH Zurich}, number = {139}, month = {June}, year = {2002} } @article{Zitzler03, author = {Eckart Zitzler and Lothar Thiele and Marco Laumanns and Carlos M. Fonseca and Viviane Grunert da Fonseca}, title = {Performance {A}ssessment of {M}ultiobjective {O}ptimizers: {A}n {A}nalysis and {R}eview}, journal = {IEEE Transactions on Evolutionary Computation}, volume = {7}, number = {2}, pages = {117--132}, month = {April}, year = {2003} } @inproceedings{Zitzler04, author = {Eckart Zitzler and Marco Laumanns and Stefan Bleuler}, title = {A {T}utorial on {E}volutionary {M}ultiobjective {O}ptimization}, booktitle = {Metaheuristics for Multiobjective Optimisation}, editor = {Xavier Gandibleux and Marc Sevaux and Kenneth S\"{o}rensen and Vincent T'kindt}, pages = {3--37}, publisher = {Springer. Lecture Notes in Economics and Mathematical Systems Vol. 535}, address = {Berlin}, year = {2004} } @inproceedings{Zitzler04a, author = {Eckart Zitzler and Simon K{\"u}nzli}, title = {Indicator-based {S}election in {M}ultiobjective {S}earch}, booktitle = {Parallel Problem Solving from Nature - PPSN VIII}, editor = {Xin Yao et al.}, pages = {832--842}, publisher = {Springer-Verlag. Lecture Notes in Computer Science Vol. 3242}, month = {September}, address = {Birmingham, UK}, year = {2004} } @inproceedings{Zitzler07, author = {Eckart Zitzler and Dimo Brockhoff and Lothar Thiele}, title = {The {H}ypervolume {I}ndicator {R}evisited: {O}n the {D}esign of {P}areto-compliant {I}ndicator {V}ia {W}eighted {I}ntegration}, booktitle = {Evolutionary Multi-Criterion Optimization, 4th International Conference, EMO 2007}, editor = {Shigeru Obayashi and Kalyanmoy Deb and Carlo Poloni and Tomoyuki Hiroyasu and Tadahiko Murata}, pages = {862--876}, publisher = {Springer. Lecture Notes in Computer Science Vol. 4403}, address = {Matshushima, Japan}, month = {March}, year = {2007} } @incollection{Zitzler08, author = {Eckart Zitzler and Lothar Thiele and Johannes Bader}, title = {{SPAM}: {S}et {P}reference {A}lgorithm for {M}ultiobjective {O}ptimization}, booktitle = {Parallel Problem Solving from Nature--PPSN X}, editor = {G\"{u}nter Rudolph and Thomas Jansen and Simon Lucas and Carlo Poloni and Nicola Beume}, pages = {847--858}, address = {Dortmund, Germany}, publisher = {Springer. Lecture Notes in Computer Science Vol. 5199}, month = {September}, year = {2008} } @TECHREPORT{Zitzler08a, author = {E. Zitzler and L. Thiele and J. Bader}, title = {{On Set-Based Multiobjective Optimization}}, institution = {Computer Engineering and Networks Laboratory, ETH Zurich}, number = {300}, month = {February}, year = {2008} } @incollection{Zitzler08b, author = {Eckart Zitzler and Joshua Knowles and Lothar Thiele}, title = {{Quality Assessment of Pareto Set Approximations}}, booktitle = {Multiobjective Optimization. Interactive and Evolutionary Approaches}, editor = {J\"{u}rgen Branke and Kalyanmoy Deb and Kaisa Miettinen and Roman Slowinski}, pages = {373--404}, publisher = {Springer. Lecture Notes in Computer Science Vol. 5252}, address = {Berlin, Germany}, year = {2008} } @article{Zitzler10, author = {Eckart Zitzler and Lothar Thiele and Johannes Bader}, title = {{On Set-Based Multiobjective Optimization}}, journal = {IEEE Transactions on Evolutionary Computation}, volume = {14}, number = {1}, pages = {58--79}, month = {February}, year = {2010} } @article{Zoete09, author = {Vincent Zoete and Aurelien Grosdidier and Olivier Michelin}, title = {{Docking, Virtual High Troughput Screening and in Silico Fragment-Based Drug Design}}, journal = {Journal of Cellular and Molecular Medicine}, volume = {13}, number = {2}, pages = {238--248}, month = {February}, year = {2009} } @article{Zong05, author = {N. Zong and X. 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Van Veldhuizen}, ADDRESS = {Paris, France}, BOOKTITLE = {PPSN/SAB Workshop on Multiobjective Problem Solving from Nature (MPSN)}, KEY = {Zydallis et al., 2000}, MONTH = {September}, TITLE = {Messy {G}enetic {A}lgorithm {B}ased {M}ulti-{O}bjective {O}ptimization: {A} {C}omparative {S}tatistical {A}nalysis}, YEAR = {2000} } @incollection{Zydallis01, author = {Jesse B. Zydallis and David A. Van Veldhuizen and Gary B. Lamont}, key = {Zydallis et al., 2001}, booktitle = {First International Conference on Evolutionary Multi-Criterion Optimization}, title = {A {S}tatistical {C}omparison of {M}ultiobjective {E}volutionary {A}lgorithms {I}ncluding the {MOMGA--II}}, editor = {Eckart Zitzler and Kalyanmoy Deb and Lothar Thiele and Carlos A. Coello Coello and David Corne}, publisher = {Springer-Verlag. Lecture Notes in Computer Science No. 1993}, pages = {226--240}, year = {2001} } @inproceedings{Zydallis01a, author = {Jesse B. Zydallis and Gary B. Lamont}, title = {Solving of {D}iscrete {M}ultiobjective {P}roblems {U}sing an {E}volutionary {A}lgorithm with a {R}epair {M}echanism}, booktitle = {Proceedings of the IEEE 2001 Midwest Symposium on Circuits and Systems}, publisher = {IEEE}, volume = {1}, pages = {470--473}, year = {2001} } @inproceedings{Zydallis02, author = {Jesse B. Zydallis and Todd A. Sriver and Gary B. Lamont}, title = {Multiobjective {E}volutionary {A}lgorithm {A}pproach for {S}olving {I}nteger {B}ased {O}ptimization {P}roblems}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2002)}, editor = {W.B. Langdon and E. Cant\'{u}-Paz and K. Mathias and R. Roy and D. Davis and R. Poli and K. Balakrishnan and V. Honavar and G. Rudolph and J. Wegener and L. Bull and M.A. Potter and A.C. Schultz and J.F. Miller and E. Burke and N. 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