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 Scheduling

Author(s): X. Zhang, S. Liu, Z. Zhao, S. Yang

Pages: 2 - 15

2) Enhancing Genetic Algorithm With Explainable Artificial Intelligence for Last-Mile Routing

Author(s): Y. Kim, R. Khir, S. Lee

Pages: 16 - 30

3) Learning to Preselection: A Filter-Based Performance Predictor for Multiobjective Feature Selection in Classification

Author(s): R. Jiao, B. Xue, M. Zhang

Pages: 31 - 45

4) Optimal Linear Crossover for Mitigating Negative Transfer in Evolutionary Multitasking

Author(s): Z. Liu, J. Yuan, H. Zhang, T. Zeng, Z. Zhu

Pages: 46 - 60

5) Niching Genetic Programming to Learn Actions for Deep Reinforcement Learning in Dynamic Flexible Scheduling

Author(s): M. Xu, Y. Mei, F. Zhang, M. Zhang

Pages: 61 - 75

6) Comprehensive-Forecast Multiobjective Genetic Programming for Neural Architecture Search

Author(s): B. Cao, X. Luo, X. Liu, Y. Li

Pages: 76 - 90

7) Particle-Assisted Deep Reinforcement Learning for Quantum State Manipulation

Author(s): H. Yu, X. Liu, B. Wang, X. Zhao

Pages: 91 - 105

8) Evolutionary Multiobjective Spiking Neural Architecture Search for Image Classification

Author(s): X. Song, Z. Lv, J. Fan, D. Xiong, J. Lv, J. Liu, Y. Sun

Pages: 106 - 120

9) A Survey on Evolutionary Feature Selection in Multilabel Classification

Author(s): E. Hancer, B. Xue, M. Zhang

Pages: 121 - 140

10) MetaDE: Evolving Differential Evolution by Differential Evolution

Author(s): M. Chen, C. Feng, R. Cheng

Pages: 141 - 155

11) Speeding Up Local Search for the Indicator-Based Subset Selection Problem by a Candidate List Strategy

Author(s): K. Korogi, R. Tanabe

Pages: 156 - 170

12) Imitation Learning-Assisted Evolutionary Algorithm for Energy-Efficient Flexible Job Shop Scheduling Problem With Automated Guided Vehicles

Author(s): W. Cheng, L. Meng, B. Zhang, K. Gao, H. Sang

Pages: 171 - 185

13) Data-Driven Evolutionary Algorithm Based on Inductive Graph Neural Networks for Multimodal Multiobjective Optimization

Author(s): Q. Dang, Q. Liu, S. Yang, X. He

Pages: 186 - 198

14) Expensive Optimization via Relation

Author(s): H. Hao, X. Zhang, A. Zhou

Pages: 199 - 213

15) Performance Assessment of Population-Based Multiobjective Optimization Algorithms Using Composite Indicators

Author(s): R. Saborido, A. B. Ruiz, S. González-Gallardo, M. Luque, A. Borrego

Pages: 214 - 225

16) ACO-GA-Based Optimization to Enhance Global Path Planning for Autonomous Navigation in Grid Environments

Author(s): H. Heng, W. Rahiman

Pages: 226 - 240

17) Many-Problem Surrogates for Transfer Evolutionary Multiobjective Optimization With Sparse Transfer Stacking

Author(s): H. Li, F. Wan, M. Gong, A. K. Qin, Y. Wu, L. Xing

Pages: 241 - 255

18) A Landscape-Aware Differential Evolution for Multimodal Optimization Problems

Author(s): G. -Y. Lin, Z. -G. Chen, C. Liu, Y. Jiang, S. Kwong, J. Zhang, Z. -H. Zhan

Pages: 256 - 270

19) An Indicator-Based Evolutionary Algorithm for Large-Scale Constrained Multiobjective Optimization

Author(s): X. Zhong, X. Yao, K. Qiao, D. Gong, Y. Jin

Pages: 271 - 285

20) Exploring the Performance-Reproducibility Trade-Off in Quality-Diversity

Author(s): M. Flageat, H. Janmohamed, B. Lim, A. Cully

Pages: 286 - 295

21) Bilevel Evolutionary Multiobjective Algorithm With Multiple Lower-Level Search Modes

Author(s): N. Yang, H. -L. Liu

Pages: 296 - 310

22) Runtime Analysis of the Compact Genetic Algorithm on the LeadingOnes Benchmark

Author(s): M. Chwiałkowski, B. Doerr, M. Stefan Krejca

Pages: 311 - 320

23) Learning-Assisted Search Path Reconstruction Empowers Evolution Algorithm for Optimization

Author(s): Y. Song, K. Wang, Z. -H. Zhan, Z. Lei, S. Gao

Pages: 321 - 332

24) Light-EvoOPT: A Lightweight Evolutionary Optimization Framework for Ultralarge-Scale Mixed Integer Linear Programs

Author(s): H. Ye, H. Xu, C. A. Coello Coello

Pages: 333 - 347

25) Tree Structured Cooperative Coevolutionary Genetic Algorithm for Fragment Reconstruction

Author(s): X. -Y. Zhang, J. -H. Yang, Y. -J. Gong, Z. -H. Zhan, J. Zhang

Pages: 348 - 362

26) Adapting Rule Representation With Four-Parameter Beta Distribution for Learning Classifier Systems

Author(s): H. Shiraishi, Y. Hayamizu, T. Hashiyama, K. Takadama, H. Ishibuchi, M. Nakata

Pages: 363 - 377

27) Gradual Innovative Transitional Solutions Improving Current to a Desired Target: Innovation Path

Author(s): A. Khan, K. Deb

Pages: 378 - 392

28) Evolutionary Multitask Framework With Bi-Knowledge Transfer for Multimodal Optimization Problems

Author(s): H. Zhao, X. -H. Ning, J. -Y. Li, J. Liu

Pages: 393 - 407

29) Investigating Adaptive Population Control Strategies With Cumulative Step-Size Adaptation

Author(s): A. Omeradzic, H. -G. Beyer

Pages: 408 - 419

30) Bridging Evolutionary Multiobjective Optimization and GPU Acceleration via Tensorization

Author(s): Z. Liang, H. Li, N. Yu, K. Sun, R. Cheng

Pages: 420 - 434

31) Characterizing the Feature Space Transformations Produced by Genetic Programming Using the Optimal Transport Dataset Distance

Author(s): L. Trujillo, J. Nation

Pages: 435 - 447

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