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 in ClassificationAuthor(s): R. Jiao, B. Xue, M. ZhangPages: 31 – 45
4) Optimal Linear Crossover for Mitigating Negative Transfer in Evolutionary MultitaskingAuthor(s): Z. Liu, J. Yuan, H. Zhang, T. Zeng, Z. ZhuPages: 46 – 60
5) Niching Genetic Programming to Learn Actions for Deep Reinforcement Learning in Dynamic Flexible SchedulingAuthor(s): M. Xu, Y. Mei, F. Zhang, M. ZhangPages: 61 – 75
6) Comprehensive-Forecast Multiobjective Genetic Programming for Neural Architecture SearchAuthor(s): B. Cao, X. Luo, X. Liu, Y. LiPages: 76 – 90
7) Particle-Assisted Deep Reinforcement Learning for Quantum State ManipulationAuthor(s): H. Yu, X. Liu, B. Wang, X. ZhaoPages: 91 – 105
8) Evolutionary Multiobjective Spiking Neural Architecture Search for Image ClassificationAuthor(s): X. Song, Z. Lv, J. Fan, D. Xiong, J. Lv, J. Liu, Y. SunPages: 106 – 120
9) A Survey on Evolutionary Feature Selection in Multilabel ClassificationAuthor(s): E. Hancer, B. Xue, M. ZhangPages: 121 – 140
10) MetaDE: Evolving Differential Evolution by Differential EvolutionAuthor(s): M. Chen, C. Feng, R. ChengPages: 141 – 155
11) Speeding Up Local Search for the Indicator-Based Subset Selection Problem by a Candidate List StrategyAuthor(s): K. Korogi, R. TanabePages: 156 – 170
12) Imitation Learning-Assisted Evolutionary Algorithm for Energy-Efficient Flexible Job Shop Scheduling Problem With Automated Guided VehiclesAuthor(s): W. Cheng, L. Meng, B. Zhang, K. Gao, H. SangPages: 171 – 185
13) Data-Driven Evolutionary Algorithm Based on Inductive Graph Neural Networks for Multimodal Multiobjective OptimizationAuthor(s): Q. Dang, Q. Liu, S. Yang, X. HePages: 186 – 198
14) Expensive Optimization via RelationAuthor(s): H. Hao, X. Zhang, A. ZhouPages: 199 – 213
15) Performance Assessment of Population-Based Multiobjective Optimization Algorithms Using Composite IndicatorsAuthor(s): R. Saborido, A. B. Ruiz, S. González-Gallardo, M. Luque, A. BorregoPages: 214 – 225
16) ACO-GA-Based Optimization to Enhance Global Path Planning for Autonomous Navigation in Grid EnvironmentsAuthor(s): H. Heng, W. RahimanPages: 226 – 240
17) Many-Problem Surrogates for Transfer Evolutionary Multiobjective Optimization With Sparse Transfer StackingAuthor(s): H. Li, F. Wan, M. Gong, A. K. Qin, Y. Wu, L. XingPages: 241 – 255
18) A Landscape-Aware Differential Evolution for Multimodal Optimization ProblemsAuthor(s): G. -Y. Lin, Z. -G. Chen, C. Liu, Y. Jiang, S. Kwong, J. Zhang, Z. -H. ZhanPages: 256 – 270
19) An Indicator-Based Evolutionary Algorithm for Large-Scale Constrained Multiobjective OptimizationAuthor(s): X. Zhong, X. Yao, K. Qiao, D. Gong, Y. JinPages: 271 – 285
20) Exploring the Performance-Reproducibility Trade-Off in Quality-DiversityAuthor(s): M. Flageat, H. Janmohamed, B. Lim, A. CullyPages: 286 – 295
21) Bilevel Evolutionary Multiobjective Algorithm With Multiple Lower-Level Search ModesAuthor(s): N. Yang, H. -L. LiuPages: 296 – 310
22) Runtime Analysis of the Compact Genetic Algorithm on the LeadingOnes BenchmarkAuthor(s): M. Chwiałkowski, B. Doerr, M. Stefan KrejcaPages: 311 – 320
23) Learning-Assisted Search Path Reconstruction Empowers Evolution Algorithm for OptimizationAuthor(s): Y. Song, K. Wang, Z. -H. Zhan, Z. Lei, S. GaoPages: 321 – 332
24) Light-EvoOPT: A Lightweight Evolutionary Optimization Framework for Ultralarge-Scale Mixed Integer Linear ProgramsAuthor(s): H. Ye, H. Xu, C. A. Coello CoelloPages: 333 – 347
25) Tree Structured Cooperative Coevolutionary Genetic Algorithm for Fragment ReconstructionAuthor(s): X. -Y. Zhang, J. -H. Yang, Y. -J. Gong, Z. -H. Zhan, J. ZhangPages: 348 – 362
26) Adapting Rule Representation With Four-Parameter Beta Distribution for Learning Classifier SystemsAuthor(s): H. Shiraishi, Y. Hayamizu, T. Hashiyama, K. Takadama, H. Ishibuchi, M. NakataPages: 363 – 377
27) Gradual Innovative Transitional Solutions Improving Current to a Desired Target: Innovation PathAuthor(s): A. Khan, K. DebPages: 378 – 392
28) Evolutionary Multitask Framework With Bi-Knowledge Transfer for Multimodal Optimization ProblemsAuthor(s): H. Zhao, X. -H. Ning, J. -Y. Li, J. LiuPages: 393 – 407
29) Investigating Adaptive Population Control Strategies With Cumulative Step-Size AdaptationAuthor(s): A. Omeradzic, H. -G. BeyerPages: 408 – 419
30) Bridging Evolutionary Multiobjective Optimization and GPU Acceleration via TensorizationAuthor(s): Z. Liang, H. Li, N. Yu, K. Sun, R. ChengPages: 420 – 434
31) Characterizing the Feature Space Transformations Produced by Genetic Programming Using the Optimal Transport Dataset DistanceAuthor(s): L. Trujillo, J. NationPages: 435 – 447