IEEE Transactions on Evolutionary Computation, Volume 26, Issue 4

1) A Kernel-Based Indicator for Multi/Many-Objective Optimization

Author(s): Xinye Cai, Yushun Xiao, Zhenhua Li, Qi Sun, Hanchuan Xu, Miqing Li, Hisao Ishibuchi

Pages: 602 - 615

2) Clustering-Guided Particle Swarm Feature Selection Algorithm for High-Dimensional Imbalanced Data With Missing Values

Author(s): Yong Zhang, Yan-Hu Wang, Dun-Wei Gong, Xiao-Yan Sun

Pages: 616 - 630

3) An Ensemble Surrogate-Based Framework for Expensive Multiobjective Evolutionary Optimization

Author(s): Qiuzhen Lin, Xunfeng Wu, Lijia Ma, Jianqiang Li, Maoguo Gong, Carlos A. Coello Coello

Pages: 631 - 645

4) A Voting-Mechanism-Based Ensemble Framework for Constraint Handling Techniques

Author(s): Guohua Wu, Xupeng Wen, Ling Wang, Witold Pedrycz, Ponnuthurai Nagaratnam Suganthan

Pages: 646 - 660

5) Genetic Programming for Manifold Learning: Preserving Local Topology

Author(s): Andrew Lensen, Bing Xue, Mengjie Zhang

Pages: 661 - 675

6) Surrogate-Assisted Autoencoder-Embedded Evolutionary Optimization Algorithm to Solve High-Dimensional Expensive Problems

Author(s): Meiji Cui, Li Li, Mengchu Zhou, Abdullah Abusorrah

Pages: 676 - 68

7) An Online Prediction Approach Based on Incremental Support Vector Machine for Dynamic Multiobjective Optimization

Author(s): Dejun Xu, Min Jiang, Weizhen Hu, Shaozi Li, Renhu Pan, Gary G. Yen

Pages: 690 - 703

8) Region-Focused Memetic Algorithms With Smart Initialization for Real-World Large-Scale Waste Collection Problems

Author(s): Wenxing Lan, Ziyuan Ye, Peijun Ruan, Jialin Liu, Peng Yang, Xin Yao

Pages: 704 - 718

9) A Meta-Knowledge Transfer-Based Differential Evolution for Multitask Optimization

Author(s): Jian-Yu Li, Zhi-Hui Zhan, Kay Chen Tan, Jun Zhang

Pages: 719 - 734

10) An Evolutionary Forest for Regression

Author(s): Hengzhe Zhang, Aimin Zhou, Hu Zhang

Pages: 735 - 749

11) Fast Greedy Subset Selection From Large Candidate Solution Sets in Evolutionary Multiobjective Optimization

Author(s): Weiyu Chen, Hisao Ishibuchi, Ke Shang

Pages: 750 - 764

12) Genetic Programming With Knowledge Transfer and Guided Search for Uncertain Capacitated Arc Routing Problem

Author(s): Mazhar Ansari Ardeh, Yi Mei, Mengjie Zhang

Pages: 765 - 779

13) Surrogate-Assisted Differential Evolution With Region Division for Expensive Optimization Problems With Discontinuous Responses

Author(s): Yong Wang, Jianqing Lin, Jiao Liu, Guangyong Sun, Tong Pang

Pages: 780 - 792

14) Automating Genetic Algorithm Mutations for Molecules Using a Masked Language Model

Author(s): Andrew E. Blanchard, Mayanka Chandra Shekar, Shang Gao, John Gounley, Isaac Lyngaas, Jens Glaser, Debsindhu Bhowmik

Pages: 793 - 799