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IEEE Transactions on Evolutionary Computation, Volume 30, Issue 4, August 2025

1) Guest Editorial: Evolutionary Computation Meets Large Language ModelsAuthor(s): M. Jiang, L. Feng, Q. Zhang, K. C. TanPages: 1330 – 1332 2) Spike-Driven Lightweight Large Language Model With Evolutionary ComputationAuthor(s): M. Zhang, W. Wei, Z. Zhou, W. Liu, J. Zhang, A. Belatreche, Y. YangPages: 1333 – 1346 3) Evolutionary Computation-Enhanced Large Language Models for Intelligent Code CompletionAuthor(s): D. Liu, Z. […]

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IEEE Transactions on Evolutionary Computation, Volume 30, Issue 1, February 2025

1) A Decomposition-Based Evolutionary Algorithm With Clustering and Hierarchical Estimation for Multiobjective Fuzzy Flexible Jobshop SchedulingAuthor(s): X. Zhang, S. Liu, Z. Zhao, S. YangPages: 2 – 15 2) Enhancing Genetic Algorithm With Explainable Artificial Intelligence for Last-Mile RoutingAuthor(s): Y. Kim, R. Khir, S. LeePages: 16 – 30 3) Learning to Preselection: A Filter-Based Performance Predictor for Multiobjective Feature Selection

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IEEE Transactions on Evolutionary Computation, Volume 29, Issue 6, December 2025

1) An Enhanced Differential Grouping Method for Large-Scale Overlapping ProblemsAuthor(s): Maojiang Tian, Mingke Chen, Wei Du, Yang Tang, Yaochu JinPages: 2272 – 22862) An Evolutionary Multitasking Memetic Algorithm for Multiobjective Distributed Heterogeneous Welding Flow Shop SchedulingAuthor(s): Rui Li, Ling Wang, Wenyin Gong, Fei MingPages: 2287 – 22983) DP-FSAEA: Differential Privacy for Federated Surrogate-Assisted Evolutionary AlgorithmsAuthor(s): Yuping Yan, Xilu

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IEEE Transactions on Evolutionary Computation, Volume 29, Issue 5, October 2025

1) Guest Editorial Evolutionary Dynamic OptimizationAuthor(s): Danial Yazdani, Wenjian Luo, Shengxiang YangPages: 1458 – 14622) How Do Dynamic Events Change the Fitness Landscape of Traveling Salesman Problems?Author(s): Hao Tong, Miqing Li, Jialin Liu, Xin YaoPages: 1463 – 14743) Historical Information-Assisted Dynamic Response Integration and Adaptive Niche Methods for Dynamic Multimodal OptimizationAuthor(s): Kunjie Yu, Xuyang Zhang, Dezheng Zhang, Jing

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