Publications 2024


Contents

International Journals

  1. Amín V. Bernabé Rodríguez, Braulio I. Alejo-Cerezo, Carlos A. Coello Coello, Improving multi-objective evolutionary algorithms using Grammatical Evolution, Swarm and Evolutionary Computation, Vol. 84, Article Number: 101434, February 2024.

  2. Yulong Ye, Qiuzhen Lin, Ka-Chun Wong, Jianqiang Li, Zhong Ming, Carlos A. Coello Coello, A localized decomposition evolutionary algorithm for imbalanced multi-objective optimization, Engineering Applications of Artificial Intelligence, Vol. 129, Article Number: 107564, March 2024.

  3. Lilla Beke, Lourdes Uribe, Adriana Lara, Carlos A. Coello Coello, Michal Weiszer, Edmund K. Burke, Jun Chen, Routing and Scheduling in Multigraphs with Time Constraints - A Memetic Approach for Airport Ground Movement, IEEE Transactions on Evolutionary Computation, Vol. 28, No. 2, pp. 474--488, April 2024.

  4. Xinzhi Zhang, Yeming Yang, Qingling Zhu, Qiuzhen Lin, Weineng Chen, Jianqiang Li and Carlos A. Coello Coello, Multi-agent deep Q-network-based metaheuristic algorithm for Nurse Rostering Problem, Swarm and Evolutionary Computation, Vol. 87, Article Number: 101547, June 2024.

  5. Qiuzhen Lin, Zhongjian Wu, Lijia Ma, Maoguo Gong, Jianqiang Li, Carlos A. Coello Coello, Multiobjective Multitasking Optimization with Decomposition-based Transfer Selection, IEEE Transactions on Cybernetics, Vol. 54, No. 5, pp. 3146--3159, May 2024.

  6. Lingjie Li, Yongfeng Li, Qiuzhen Lin, Songbai Liu, Junwei Zhou, Zhong Ming, Carlos A. Coello Coello, Neural Net-Enhanced Competitive Swarm Optimizer for Large-Scale Multiobjective Optimization, IEEE Transactions on Cybernetics, Vol. 54, No. 6, pp. 3502--3515, June 2024.

  7. Xiaoqiang Wu, Qingling Zhua, Wei-Neng Chen, Qiuzhen Lin, Jianqiang Li and Carlos A. Coello Coello, Evolutionary Reinforcement Learning with Action Sequence Search for Imperfect Information Games, Information Sciences, Volume 676, Article Number: 120804, August 2024.

  8. Antonio J. Nebro, Manuel López-Ibáñez, José García-Nieto and Carlos A. Coello Coello, On the Automatic Design of Multi-Objective Particle Swarm Optimizers: Experimentation and Analysis, Swarm Intelligence, Vol. 18, pp. 105--139, 2024.

  9. Xunfeng Wu, Qiuzhen Lin, Junwei Zhou, Songbai Liu, Carlos A. Coello Coello, Victor C.M. Leung, Evolutionary Optimization with Simplified Helper Task for High-dimensional Expensive Multiobjective Problems, ACM Transactions on Learning and Optimization, Article No.: 23, Pages 1--32. 2024.

  10. Lingjie Li, Yuze Zhang, Qiuzhen Lin, Zhong Ming, Carlos A. Coello Coello and Victor C.M. Leung, Superpixel Segmentation Based Evolutionary Multitasking Algorithm for Feature Selection of Hyperspectral Images, IEEE Transactions on Evolutionary Computation, 2024 (accepted).

  11. Jesús Galeano-Brajones, Francisco Luna, Javier Carmona-Murillo, Antonio J. Nebro, Carlos A. Coello Coello, and Juan F. Valenzuela-Valdés, Landscape-Enabled Algorithmic Design for the Cell Switch-Off Problem in 5G Ultra-Dense Networks, Engineering Optimization, 2024 (accepted).

  12. Yiya Diao, Changhe Li, Sanyou Zeng, Shengxiang Yang, and Carlos A. Coello Coello, Nearest-better Network for Fitness Landscape Analysis of Continuous Optimization Problems, IEEE Transactions on Evolutionary Computation, 2024 (accepted).





International Conferences

  1. Rodolfo Humberto Tamayo, Jesús Guillermo Falcón-Cardona and Carlos A. Coello Coello,  Reaching Pareto Front Shape Invariance with a Continuous Multi-Objective Ant Colony Optimization Algorithm, in Michael Affenzeller , Stephan M. Winkler, Stephan M. Winkler, Anna V. Kononova, Heike Trautmann, Tea Tusar, Penousal Machado and Thomas Báck (Editors), Parallel Problem Solving from Nature – PPSN XVIII, 18th International Conference, PPSN 2024, Hagenberg, Austria, September 14–18, 2024, Proceedings, Part IV, pp. 252--267, Springer. Lecture Notes in Computer Science Vol. 15151, Cham, Switzerland, 2024. ISBN 978-3-031-70084-2.

  2. Ali Ahrari, Ruhul Sarker and Carlos A. Coello Coello,  Aggregated Partial Hypervolumes - An Overall Indicator for Performance Evaluation of Multimodal Multiobjective Optimization Methods, in Michael Affenzeller, Stephan M. Winkler, Stephan M. Winkler, Anna V. Kononova, Heike Trautmann, Tea Tusar, Penousal Machado and Thomas Báck (Editors), Parallel Problem Solving from Nature – PPSN XVIII, 18th International Conference, PPSN 2024, Hagenberg, Austria, September 14–18, 2024, Proceedings, Part II, pp. 3--19, Springer. Lecture Notes in Computer Science Vol. 15149, Cham, Switzerland, 2024. ISBN 978-3-031-70067-5.

  3. Carlos Felipe Coello Castillo and Carlos A. Coello Coello, A Survey of Applications of Multi-Objective Evolutionary Algorithms in Biotechnology, in 2024 IEEE Congress on Evolutionary Computation, IEEE Press, Yokohama, Japan, 30 June - 5 July 2024. ISBN 979-8-3503-0836-5.

  4. Julio Juárez, Carlos A. Brizuela, Hugo Terashima-Marin and Carlos A. Coello Coello, Recombination Operators for the Multi-Objective Team Formation Problem in Social Networks, in 2024 IEEE Congress on Evolutionary Computation, IEEE Press, Yokohama, Japan, 30 June - 5 July 2024. ISBN 979-8-3503-0836-5.

  5. Safa Mahouachi, Maha Elarbi, Khaled Sethom, Slim Bechikh and Carlos A. Coello Coello, A Bi-Level Evolutionary Model Tree Induction Approach for Regression, in 2024 IEEE Congress on Evolutionary Computation, IEEE Press, Yokohama, Japan, 30 June - 5 July 2024. ISBN 979-8-3503-0836-5.

  6. Gerardo Ibarra-Vazquez, Hugo Terashima-Marin and Carlos A. Coello Coello, Exploring Generative AIs as Population Variation Operator in Multi-objective Optimization Problems, in 2024 IEEE Congress on Evolutionary Computation, IEEE Press, Yokohama, Japan, 30 June - 5 July 2024. ISBN 979-8-3503-0836-5.