IEEE Transactions on Evolutionary Computation, Volume 30, Issue 3, June 2025

1) A Bi-Level Multiobjective System for Renewable Energy Self-Consumption: A Resident-Aware Approach to Leveraging Energy FlexibilityAuthor(s): T. Papakyriakou, A. Pamboris, A. KonstantinidisPages: 883 – 897
2) Cross-Task Collaborative Optimization Based on Knowledge Transfer for Soft Robot DesignAuthor(s): J. Zhao, W. Peng, H. Wang, W. Zhou, Y. Yang, W. YaoPages: 898 – 910
3) An Adaptive Dual-Domain Prediction Strategy Based on Second-Order Derivatives for Dynamic Multiobjective OptimizationAuthor(s): R. Lei, L. Li, R. Stolkin, B. FengPages: 911 – 924
4) Evolutionary Computation for the Design and Enrichment of General-Purpose Artificial Intelligence Systems: Survey and ProspectsAuthor(s): D. Molina, J. Poyatos, J. D. Ser, S. García, H. Ishibuchi, I. Triguero, B. Xue, X. Yao, F. HerreraPages: 925 – 941
5) Pareto Set Learning Through Genetic Programming for Multiobjective Dynamic SchedulingAuthor(s): M. Xu, Y. Mei, F. Zhang, Y. Soon Ong, M. ZhangPages: 942 – 956
6) A Survey of Multiobjective Evolutionary Algorithm Based on Decomposition: Past and FutureAuthor(s): K. LiPages: 957 – 978
7) Evolutionary Transfer Neural Architecture Search Across Spaces via Representation LearningAuthor(s): B. Hou, L. Feng, X. Chen, J. Tang, K. C. Tan, X. LiaoPages: 979 – 993
8) An Adaptive Constraint Violation Evaluation Framework for Constrained Multiobjective Evolutionary OptimizationAuthor(s): B. -C. Wang, J. -J. Guo, Z. -Z. Liu, Y. WangPages: 994 – 1008
9) Enhancing Generalization in Evolutionary Feature Construction for Symbolic Regression Through Vicinal Jensen Gap MinimizationAuthor(s): H. Zhang, Q. Chen, B. Xue, W. Banzhaf, M. ZhangPages: 1009 – 1023
10) Collaborative Ontology Matching With Dual Population Genetic Programming and Active Meta-LearningAuthor(s): X. Xue, J. Chun-Wei Lin, Z. JiangPages: 1024 – 1038
11) Morphology Evolution for Embodied Robot Design With a Classifier-Guided Diffusion ModelAuthor(s): S. Liu, J. Yan, H. Wang, Y. JinPages: 1039 – 1053
12) A Multiobjective Genetic Algorithm-Based Unilateral Rule Extraction Model for Credit Risk ClassificationAuthor(s): C. He, L. YuPages: 1054 – 1067
13) Optimization of an Implicit Acquisition Function for Federated Bayesian Many-Task OptimizationAuthor(s): Q. Liu, Y. Jin, G. ChenPages: 1068 – 1082
14) Multiobjective Multitasking Optimization With Decomposition-Based Adaptive Knowledge TransferAuthor(s): J. Wang, Y. Li, Y. Yang, L. Li, Q. Lin, L. WangPages: 1083 – 1097
15) A Study on the Dynamics and Effectiveness of the Deflate Geometric Semantic MutationAuthor(s): D. Farinati, G. Pietropolli, L. VanneschiPages: 1098 – 1107
16) SOPA: Sensitivity-Oriented Poisoning Attack for Self-Supervised Graph Embedding Model via Bilevel Evolutionary OptimizationAuthor(s): S. You, K. Zhou, Z. Li, K. Chen Tan, Q. Lin, X. Li, K. -C. WongPages: 1108 – 1122
17) Learning-Based Temporal Sequence of Constrained Handling Selection for Constrained Multi-Objective Evolutionary OptimizationAuthor(s): C. Peng, S. Yan, C. Zhong, Q. Huang, C. Wu, H. HuangPages: 1123 – 1136
18) Enhancing Adaptability in Embodied Agents: A Multi-Quality-Diversity ApproachAuthor(s): G. Nadizar, E. Medvet, D. G. WilsonPages: 1137 – 1149
19) Component-Sharing Preference in Expensive Multiobjective OptimizationAuthor(s): L. Zhao, P. Wang, J. Shen, B. Song, Q. ZhangPages: 1150 – 1164
20) Privacy-Enhanced Offline Data-Driven Evolutionary Optimization Based on Cloud ServerAuthor(s): H. Li, Z. Xu, M. Gong, A. K. Qin, Y. Wu, L. Xing, Y. ZhouPages: 1165 – 1179
21) Data-Driven and Decomposition-Based Multiobjective Multitask Optimization for Automotive Shape Design ProblemAuthor(s): X. Wang, H. Lou, L. Tang, Q. ZhangPages: 1180 – 1194
22) Nearest-Better Network for Visualizing and Analyzing Combinatorial Optimization Problems: A Potential Unified ToolAuthor(s): Y. Diao, C. Li, S. Zeng, X. Cai, W. Luo, S. Yang, C. A. C. CoelloPages: 1195 – 1209
23) Data-Driven Evolutionary Computation Under Continuously Streaming Environments: A Drift-Aware ApproachAuthor(s): Y. -T. Zhong, Y. -J. GongPages: 1210 – 1224
24) An Instance Selection Assisted Evolutionary Method for High-Dimensional Feature SelectionAuthor(s): M. Xia, K. Li, J. Wan, Z. Huang, F. ChengPages: 1225 – 1239
25) Discovering Infinite Recursive Conjectures Through Genetic ProgrammingAuthor(s): M. -Y. Zheng, Y. Wang, J. Zhong, J. ZhangPages: 1240 – 1254
26) MORA-LLM: Enhancing Multiobjective Optimization Recommendation Algorithm by Integrating Large Language ModelsAuthor(s): Y. Ge, L. Wu, H. Yang, F. Cheng, H. Zhao, L. ZhangPages: 1255 – 1269
27) θlθu-Parametric Multitask Optimization: Joint Search in Solution and Infinite Task SpacesAuthor(s): T. Wei, J. Liu, A. Gupta, P. Siew Tan, Y. -S. OngPages: 1270 – 1283
28) Multiparty Multiobjective Optimization for Discrete Problems: A Case Study on Multistakeholder RecommendationAuthor(s): L. Zhang, M. Zhu, Y. Ge, H. Yang, L. Wu, H. ZhaoPages: 1284 – 1298
29) A Solution Space Partitioning-Based Multipopulation Method for Dynamic OptimizationAuthor(s): M. Peng, C. Li, J. Wang, X. Cai, S. Zeng, S. YangPages: 1299 – 1313