Publications 2002


Contents

Books

  1. Carlos A. Coello Coello, David A. Van Veldhuizen and Gary B. Lamont, Evolutionary Algorithms for Solving Multi-Objective Problems, Kluwer Academic Publishers, New York, May 2002, ISBN 0-3064-6762-3.





Edited Books or Proceedings

  1. Carlos A. Coello Coello, Alvaro de Albornoz, Enrique Sucar, and Osvaldo Cairó Battistutti, MICAI 2002: Advances in Artificial Intelligence, Springer-Verlag, Lecture Notes in Artificial Intelligence No. 2313, ISBN 3-540-43475-5, April 2002.





Book Chapters

  1. Ruhul Sarker and Carlos A. Coello Coello, Assessment Methodologies for Multiobjective Evolutionary Algorithms, in Ruhul Sarker, Masoud Mohammadian and Xin Yao (Editors), Evolutionary Optimization, Chapter 7, pp. 177--195, Kluwer Academic Publishers, Boston, ISBN 0-7923-7654-4, February 2002.

  2. Carlos A. Coello Coello, Evolutionary Multi-Objective Optimization: A Critical Review, in Ruhul Sarker, Masoud Mohammadian and Xin Yao (Editors), Evolutionary Optimization, Chapter 5, pp. 117--146, Kluwer Academic Publishers, Boston, ISBN 0-7923-7654-4, February 2002.

  3. Carlos A. Coello Coello and Carlos E. Mariano Romero, Evolutionary Algorithms and Multiple Objective Optimization, in Xavier Gandibleux Matthias Ehrgott (editors), Multiple Criteria Optimization. State of the Art Annotated Bibliographic Survey, Chapter 6, pp. 277-331, Kluwer's International Series in Operations Research and Management Science, Volume 52, Kluwer Academic Publishers, ISBN 1-4020-7128-0, June 2002.





International Journals

  1. Carlos A. Coello Coello and Arturo Hernández Aguirre, Design of Combinational Logic Circuits through an Evolutionary Multiobjective Optimization Approach, Artificial Intelligence for Engineering, Design, Analysis and Manufacture, Vol. 16, No. 1, pp. 39--53, January 2002.

  2. Carlos A. Coello Coello, Theoretical and Numerical Constraint-Handling Techniques used with Evolutionary Algorithms: A Survey of the State of the Art, Computer Methods in Applied Mechanics and Engineering, Vol. 191, No. 11--12, pp. 1245--1287, January 2002.

  3. Carlos A. Coello Coello, Rosa Laura Zavala Gutiérrez, Benito Mendoza García and Arturo Hernández Aguirre, Automated Design of Combinational Logic Circuits using the Ant System, Engineering Optimization, Vol. 34, No. 2, pp. 109--127, March 2002.





International Conferences

  1. Carlos A. Coello Coello, Gregorio Toscano Pulido and Maximino Salazar Lechuga, An Extension of Particle Swarm Optimization that Can Handle Multiple Objectives, Workshop on Multiple Objective Metaheuristics, Paris, France, November 2002.

  2. Héctor Fernando Gómez García, Arturo González Vega, Arturo Hernández Aguirre, José Luis Marroquín Zaleta and Carlos A. Coello Coello, Robust Multiscale Affine 2D-Image Registration through Evolutionary Strategies, in Juan Julián Merelo Guervós, Panagiotis Adamidis, Hans-Georg Beyer, José-Luis Fernández-Villacañas and Hans-Paul Schwefel (editors), Parallel Problem Solving from Nature VII, pp. 740--748, Lecture Notes in Computer Science Vol. 2439, Springer-Verlag, Granada, Spain, September 2002.

  3. Carlos A. Coello Coello and Nareli Cruz Cortés, An Approach to Solve Multiobjective Optimization Problems Based on an Artificial Immune System, in Jonathan Timmis and Peter J. Bentley (editors), First International Conference on Artificial Immune Systems (ICARIS'2002), pp. 212--221, University of Kent at Canterbury, Inglaterra, ISBN 1-902671-32-5, September 2002.

  4. Eduardo Islas Pérez, Carlos A. Coello Coello and Arturo Hernández Aguirre, Extracting and Re-Using Design Patterns from Genetic Algorithms using Case-Based Reasoning, in Alwyn Barry (editor), 2002 Genetic and Evolutionary Computation Conference. Workshop Program, pp. 27--30, New York, July 2002.

  5. Héctor Fernando Gómez García, Arturo González Vega, Arturo Hernández Aguirre and Carlos A. Coello Coello, Efficient Affine 2D-Image Registration using Evolutionary Strategies, in W.B. Langdon, E. Cantú-Paz, K. Mathias, R. Roy, D. Davis, R. Poli, K. Balakrishnan, V. Honavar, G. Rudolph, J. Wegener, L. Bull, M. A. Potter, A.C. Schultz, J. F. Miller, E. Burke, and N. Jonoska (editors), Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2002, pp. 1263, Morgan Kaufmann Publishers, San Francisco, California, USA, July 2002.

  6. Carlos A. Coello Coello and Ricardo Landa Becerra, Adding Knowledge and Efficient Data Structures to Evolutionary Programming: A Cultural Algorithm for Constrained Optimization, in W.B. Langdon, E.Cantú-Paz, K. Mathias, R. Roy, D. Davis, R. Poli, K. Balakrishnan, V. Honavar, G. Rudolph, J. Wegener, L. Bull, M. A. Potter, A.C. Schultz, J. F. Miller, E. Burke, and N. Jonoska (editors), Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2002, pp. 201--209, Morgan Kaufmann Publishers, San Francisco, California, USA, July 2002.

  7. Carlos A. Coello Coello and Nareli Cruz Cortés, A Parallel Implementation of an Artificial Immune System to Handle Constraints in Genetic Algorithms: Preliminary Results, Congress on Evolutionary Computation (CEC'2002), IEEE Service Center, Piscataway, New Jersey, Volume 1, pp. 819--824, May 2002.

  8. Carlos A. Coello Coello and Maximino Salazar Lechuga, MOPSO: A Proposal for Multiple Objective Particle Swarm Optimization, in 2002 IEEE Congress on Evolutionary Computation (CEC'2002), IEEE Service Center, Piscataway, New Jersey, Volume 2, pp. 1051--1056, May 2002.

  9. Carlos A. Coello Coello and Ricardo Landa Becerra, A Cultural Algorithm for Constrained Optimization, in Carlos A. Coello Coello, Alvaro de Albornoz, Enrique Sucar and Osvaldo Cairó Battistutti (eds), MICAI'2002: Advances in Artificial Intelligence, pp. 98--107, Springer-Verlag, Lecture Notes in Artificial Intelligence, Vol. 2313, April 2002.

  10. Eduardo Islas Pérez, Carlos A. Coello Coello, Arturo Hernández Aguirre and A. Villavicencio Ramírez, Genetic Algorithms and Case-Based Reasoning as a Discovery and Learning Machine in the Optimization of Combinational Logic Circuits, in Carlos A. Coello Coello, Alvaro de Albornoz, Enrique Sucar and Osvaldo Cairó Battistutti (eds), MICAI'2002: Advances in Artificial Intelligence, pp. 128--137, Springer-Verlag, Lecture Notes in Artificial Intelligence, Vol. 2313, April 2002.

  11. Bill P. Buckles, Arturo Hernández-Aguirre, Carlos Coello-Coello, Circuit Design Using Genetic Programming: An Illustrative Study, Proceedings of the 10th NASA Symposium on VLSI Design, Albuquerque NM, pp. 4.1-1--4.1-10, March 2002.

  12. Carlos A. Coello Coello, Carlos A. and Mezura Montes, Efrén, Handling Constraints in Genetic Algorithms using Dominance-Based Tournaments, in Ian C. Parmee (editor), Adaptive Computing in Design and Manufacture V, Springer, London, pp. 273--284, April 2002.

  13. Carlos A. Coello Coello and Ricardo Landa Becerra, Constrained Optimization using an Evolutionary Programming-Based Cultural Algorithm, in Ian C. Parmee (editor), Adaptive Computing in Design and Manufacture V, Springer, London, pp. 317--328, April 2002.





Conferences in Spanish

  1. Benito Mendoza García y Carlos A. Coello Coello, Uso del Sistema de la Colonia de Hormigas para el Diseño de Circuitos Lógicos Combinatorios, en E. Alba, F. Fernández, J.A. Gómez, F. Herrera, J.I. Hidalgo, J. Lanchares, J.J. Merelo y J.M. Sánchez (Editores) Primer Congreso Español de Algoritmos Evolutivos y Bioinspirados (AEB'02), Universidad de la Extremadura, España, pp. 294--301, 2002, ISBN 84-607-3913-9.

  2. Carlos A. Coello Coello y Maximino Salazar Lechuga, MOPSO: Un Algoritmo Multiobjetivo Basado en Optimización Mediante Cúmulos de Partículas, en E. Alba, F. Fernández, J.A. Gómez, F. Herrera, J.I. Hidalgo, J. Lanchares, J.J. Merelo y J.M. Sánchez (Editores) Primer Congreso Español de Algoritmos Evolutivos y Bioinspirados (AEB'02), Universidad de la Extremadura, España, pp. 445--452, 2002, ISBN 84-607-3913-9.

  3. Eduardo Serna Pérez, Katya Rodríguez Vázquez and Carlos A. Coello Coello, Programación Genética para el Diseño de Circuitos Lógicos, en 8va Conferencia Nacional de Ingeniería Eléctrica (CIE'2002), CINVESTAV-IPN, pp. 430--435, México, D.F., Septiembre de 2002.





Technical Reports

  1. Carlos A. Coello Coello, Gregorio Toscano Pulido and Maximino Salazar Lechuga, Handling Multiple Objectives with Particle Swarm Optimization, Technical Report EVOCINV-02-2002, Evolutionary Computation Group at CINVESTAV, Sección de Computación, Departamento de Ingeniería Eléctrica, CINVESTAV-IPN, México, July 2002.

  2. Carlos A. Coello Coello and Nareli Cruz Cortés, A Model of the Immune System for Constraint-Handling in Genetic Algorithms, Technical Report EVOCINV-01-2002, Evolutionary Computation Group at CINVESTAV, Sección de Computación, Departamento de Ingeniería Eléctrica, CINVESTAV-IPN, México, April 2002.

  3. Efrén Mezura-Montes and Carlos A. Coello Coello. A Numerical Comparison of some Multiobjective-Based Techniques to Handle Constraints in Genetic Algorithms, Technical Report EVOCINV-03-2002, Evolutionary Computation Group at CINVESTAV, Sección de Computación, Departamento de Ingeniería Eléctrica, CINVESTAV-IPN, México, September 2002.

  4. Carlos A. Coello Coello, Erika Hernández Luna and Arturo Hernández Aguirre, Use of Particle Swarm Optimization to Design Combinational Logic Circuits, Technical Report EVOCINV-04-2002, Evolutionary Computation Group at CINVESTAV, Sección de Computación, Departamento de Ingeniería Eléctrica, CINVESTAV-IPN, México, October 2002.

  5. Carlos A. Coello Coello and Nareli Cruz Cortés, Solving Multiobjective Optimization Problems using an Artificial Immune System, Technical Report EVOCINV-05-2002, Evolutionary Computation Group at CINVESTAV, Sección de Computación, Departamento de Ingeniería Eléctrica, CINVESTAV-IPN, México, December 2002.

  6. Arturo Hernández Aguirre and Carlos A. Coello Coello, Evolutionary Synthesis of Logic Circuits using Information Theory, Technical Report EVOCINV-06-2002, Evolutionary Computation Group at CINVESTAV, Sección de Computación, Departamento de Ingeniería Eléctrica, CINVESTAV-IPN, México, December 2002.

Articles in Magazines in Spanish

  1. Nareli Cruz Cortés y Carlos A. Coello Coello, El Sistema Inmune Artificial: Una Herramienta Computacional Moderna para Resolver Problemas Complejos, Revista Digital Universitaria, Vol. 3, No. 3, 30 de septiembre de 2002, ISSN 1607-6079.