IEEE Transactions on Evolutionary Computation, Volume 29, Issue 1, February 2025

1) Constrained Multiobjective Optimization With Escape and Expansion ForcesAuthor(s): Zhi-Zhong Liu, Fan Wu, Juan Liu, Yunchuan Qin, Kenli LiPages: 2 - 152) Knowledge Learning for Evolutionary ComputationAuthor(s): Yi Jiang, Zhi-Hui Zhan, Kay Chen Tan, Jun ZhangPages: 16 - 303) A Tractive Population-Assisted Dual-Population and Two-Phase Evolutionary Algorithm for Constrained Multiobjective OptimizationAuthor(s): Shumin Xie, Kangshun Li, Wenxiang Wang, Hui Wang, Chaoda Peng, Hassan JalilPages: 31 - 454) Evolutionary Instance Selection With Multiple Partial Adaptive Classifiers for Domain AdaptationAuthor(s): Bach Hoai Nguyen, Bing Xue, Peter Andreae, Mengjie ZhangPages: 46 - 605) A Surrogate-Assisted Constrained Optimization Evolutionary Algorithm by Searching Multiple Kinds of Global and Local RegionsAuthor(s): Yong Zeng, Yuansheng Cheng, Jun LiuPages: 61 - 756) Evolutionary Multiobjective Optimization for Large-Scale Portfolio Selection With Both Random and Uncertain ReturnsAuthor(s): Weilong Liu, Yong Zhang, Kailong Liu, Barry Quinn, Xingyu Yang, Qiao PengPages: 76 - 907) Optimizing With Low Budgets: A Comparison on the Black-Box Optimization Benchmarking Suite and OpenAI GymAuthor(s): Elena Raponi, Nathanaël Carraz Rakotonirina, Jérémy Rapin, Carola Doerr, Olivier TeytaudPages: 91 - 1018) ExTrEMO: Transfer Evolutionary Multiobjective Optimization With Proof of Faster ConvergenceAuthor(s): Jiao Liu, Abhishek Gupta, Chinchun Ooi, Yew-Soon OngPages: 102 - 1169) Speeding-Up Evolutionary Algorithms to Solve Black-Box Optimization ProblemsAuthor(s): Judith Echevarrieta, Etor Arza, Aritz PérezPages: 117 - 13110) Evolutionary Multitask Optimization With Lower Confidence Bound-Based Solution Selection StrategyAuthor(s): Zhenzhong Wang, Lulu Cao, Liang Feng, Min Jiang, Kay Chen TanPages: 132 - 14411) Finding the Set of Nearly Optimal Solutions of a Multiobjective Optimization ProblemAuthor(s): Oliver Schütze, Angel E. Rodríguez-Fernandez, Carlos Segura, Carlos HernándezPages: 145 - 15712) Locating Drone Stations for a Truck-Drone Delivery System in Continuous SpaceAuthor(s): Lingyun Zhou, Daniel F. Silva, Alice E. SmithPages: 158 - 17113) Multiple Tasks for Multiple Objectives: A New Multiobjective Optimization Method via Multitask OptimizationAuthor(s): Jian-Yu Li, Zhi-Hui Zhan, Yun Li, Jun ZhangPages: 172 - 18614) Benchmarking Derivative-Free Global Optimization Algorithms Under Limited Dimensions and Large Evaluation BudgetsAuthor(s): Linas Stripinis, Jakub Kůdela, Remigijus PaulavičiusPages: 187 - 20415) Multiobjective Multitask Optimization With Multiple Knowledge Types and Transfer AdaptationAuthor(s): Yanchi Li, Wenyin GongPages: 205 - 21616) Toward Evolving Dispatching Rules With Flow Control Operations by Grammar-Guided Linear Genetic ProgrammingAuthor(s): Zhixing Huang, Yi Mei, Fangfang Zhang, Mengjie ZhangPages: 217 - 23117) A Bi-Learning Evolutionary Algorithm for Transportation-Constrained and Distributed Energy-Efficient Flexible SchedulingAuthor(s): Zixiao Pan, Ling Wang, Jingjing Wang, Qingfu ZhangPages: 232 - 24618) A Flexible Ranking-Based Competitive Swarm Optimizer for Large-Scale Continuous Multiobjective OptimizationAuthor(s): Xiangzhou Gao, Shenmin Song, Hu Zhang, Zhenkun WangPages: 247 - 26119) Determining Metaheuristic Similarity Using Behavioral AnalysisAuthor(s): Lauren Hayward, Andries EngelbrechtPages: 262 - 27420) Characterization of Constrained Continuous Multiobjective Optimization Problems: A Performance Space PerspectiveAuthor(s): Aljoša Vodopija, Tea Tušar, Bogdan FilipičPages: 275 - 285

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