IEEE Transactions on Evolutionary Computation, Volume 28, Issue 1, February 2024

1) A Constrained Competitive Swarm Optimizer With an SVM-Based Surrogate Model for Feature Selection

Author(s): Bach Hoai Nguyen, Bing Xue, Mengjie Zhang

Pages: 2 - 16

2) Two-Stage Multiobjective Evolution Strategy for Constrained Multiobjective Optimization

Author(s): Kai Zhang, Zhiwei Xu, Gary G. Yen, Ling Zhang

Pages: 17 - 31

3) An Efficient Differential Grouping Algorithm for Large-Scale Global Optimization

Author(s): Abhishek Kumar, Swagatam Das, Rammohan Mallipeddi

Pages: 32 - 46

4) Large-Scale Multiobjective Optimization via Reformulated Decision Variable Analysis

Author(s): Cheng He, Ran Cheng, Lianghao Li, Kay Chen Tan, Yaochu Jin

Pages: 47 - 61

5) Evolutionary Multiform Optimization With Two-Stage Bidirectional Knowledge Transfer Strategy for Point Cloud Registration

Author(s): Yue Wu, Hangqi Ding, Maoguo Gong, A. K. Qin, Wenping Ma, Qiguang Miao, Kay Chen Tan

Pages: 62 - 76

6) Constrained Multiobjective Optimization via Multitasking and Knowledge Transfer

Author(s): Fei Ming, Wenyin Gong, Ling Wang, Liang Gao

Pages: 77 - 89

7) Higher Order Knowledge Transfer for Dynamic Community Detection With Great Changes

Author(s): Huixin Ma, Kai Wu, Handing Wang, Jing Liu

Pages: 90 - 104

8) Learning to Approximate: Auto Direction Vector Set Generation for Hypervolume Contribution Approximation

Author(s): Ke Shang, Tianye Shu, Hisao Ishibuchi

Pages: 105 - 116

9) To Trust or Not to Trust: Evolutionary Dynamics of an Asymmetric N-Player Trust Game

Author(s): Ik Soo Lim, Naoki Masuda

Pages: 117 - 131

10) Surrogate-Assisted Environmental Selection for Fast Hypervolume-Based Many-Objective Optimization

Author(s): Shulei Liu, Handing Wang, Wen Yao, Wei Peng

Pages: 132 - 146

11) Survey on Genetic Programming and Machine Learning Techniques for Heuristic Design in Job Shop Scheduling

Author(s): Fangfang Zhang, Yi Mei, Su Nguyen, Mengjie Zhang

Pages: 147 - 167

12) A Bi-Objective Evolutionary Algorithm for Multimodal Multiobjective Optimization

Author(s): Zhifang Wei, Weifeng Gao, Maoguo Gong, Gary G. Yen

Pages: 168 - 177

13) Multitask Particle Swarm Optimization With Heterogeneous Domain Adaptation

Author(s): Honggui Han, Xing Bai, Ying Hou, Junfei Qiao

Pages: 178 - 192

14) Process Knowledge-Guided Autonomous Evolutionary Optimization for Constrained Multiobjective Problems

Author(s): Mingcheng Zuo, Dunwei Gong, Yan Wang, Xianming Ye, Bo Zeng, Fanlin Meng

Pages: 193 - 207

15) Bi-Level Multiobjective Evolutionary Learning: A Case Study on Multitask Graph Neural Topology Search

Author(s): Chao Wang, Licheng Jiao, Jiaxuan Zhao, Lingling Li, Xu Liu, Fang Liu, Shuyuan Yang

Pages: 208 - 222

16) An Interactive Knowledge-Based Multiobjective Evolutionary Algorithm Framework for Practical Optimization Problems

Author(s): Abhiroop Ghosh, Kalyanmoy Deb, Erik Goodman, Ronald Averill

Pages: 223 - 237

17) A Mahalanobis Distance-Based Approach for Dynamic Multiobjective Optimization With Stochastic Changes

Author(s): Yaru Hu, Jinhua Zheng, Shouyong Jiang, Shengxiang Yang, Juan Zou, Rui Wang

Pages: 238 - 251

18) Identifying Pareto Fronts Reliably Using a Multistage Reference-Vector-Based Framework

Author(s): Kalyanmoy Deb, Claudio Lucio do Val Lopes, Flávio Vinícius Cruzeiro Martins, Elizabeth Fialho Wanner

Pages: 252 - 266

19) A Multipopulation Evolutionary Algorithm Using New Cooperative Mechanism for Solving Multiobjective Problems With Multiconstraint

Author(s): Juan Zou, Ruiqing Sun, Yuan Liu, Yaru Hu, Shengxiang Yang, Jinhua Zheng, Ke Li

Pages: 267 - 280