IEEE Transactions on Evolutionary Computation, Volume 28, Issue 4, August 2024

1) Solving Multiobjective Feature Selection Problems in Classification via Problem Reformulation and Duplication Handling

Author(s): Ruwang Jiao, Bing Xue, Mengjie Zhang

Pages: 846 - 860

2) A Genetic Causal Explainer for Deep Knowledge Tracing

Author(s): Qing Li, Xin Yuan, Sannyuya Liu, Lu Gao, Tianyu Wei, Xiaoxuan Shen, Jianwen Sun

Pages: 861 - 875

3) A Fast Exact Algorithm for Computing the Hypervolume Contributions in 4-D Space

Author(s): Jingda Deng, Qingfu Zhang, Jianyong Sun, Hui Li

Pages: 876 - 890

4) Uncertain Quality-Diversity: Evaluation Methodology and New Methods for Quality-Diversity in Uncertain Domains

Author(s): Manon Flageat, Antoine Cully

Pages: 891 - 902

5) A Multiobjective Genetic Algorithm to Evolving Local Interpretable Model-Agnostic Explanations for Deep Neural Networks in Image Classification

Author(s): Bin Wang, Wenbin Pei, Bing Xue, Mengjie Zhang

Pages: 903 - 917

6) Explaining Genetic Programming-Evolved Routing Policies for Uncertain Capacitated Arc Routing Problems

Author(s): Shaolin Wang, Yi Mei, Mengjie Zhang

Pages: 918 - 932

7) Random Contrastive Interaction for Particle Swarm Optimization in High-Dimensional Environment

Author(s): Qiang Yang, Gong-Wei Song, Wei-Neng Chen, Ya-Hui Jia, Xu-Dong Gao, Zhen-Yu Lu, Sang-Woon Jeon, Jun Zhang

Pages: 933 - 949

8) Exhaustive Symbolic Regression

Author(s): Deaglan J. Bartlett, Harry Desmond, Pedro G. Ferreira

Pages: 950 - 964

9) Evolutionary Constrained Multiobjective Optimization: Scalable High-Dimensional Constraint Benchmarks and Algorithm

Author(s): Kangjia Qiao, Jing Liang, Kunjie Yu, Caitong Yue, Hongyu Lin, Dezheng Zhang, Boyang Qu

Pages: 965 - 979

10) Federated Many-Task Bayesian Optimization

Author(s): Hangyu Zhu, Xilu Wang, Yaochu Jin

Pages: 980 - 993

11) A Knee-Guided Evolutionary Algorithm for Multi-Objective Air Traffic Flow Management

Author(s): Tong Guo, Yi Mei, Ke Tang, Wenbo Du

Pages: 994 - 1008

12) Surrogate and Autoencoder-Assisted Multitask Particle Swarm Optimization for High-Dimensional Expensive Multimodal Problems

Author(s): Xin-Fang Ji, Yong Zhang, Chun-Lin He, Jin-Xin Cheng, Dun-Wei Gong, Xiao-Zhi Gao, Yi-Nan Guo

Pages: 1009 - 1023

13) A Multiform Optimization Framework for Multiobjective Feature Selection in Classification

Author(s): Jing Liang, Yuyang Zhang, Boyang Qu, Ke Chen, Kunjie Yu, Caitong Yue

Pages: 1024 - 1038

14) A Surrogate-Assisted Differential Evolution With Knowledge Transfer for Expensive Incremental Optimization Problems

Author(s): Yuanchao Liu, Jianchang Liu, Jinliang Ding, Shangshang Yang, Yaochu Jin

Pages: 1039 - 1053

15) Hypervolume-Based Cooperative Coevolution With Two Reference Points for Multiobjective Optimization

Author(s): Lie Meng Pang, Hisao Ishibuchi, Linjun He, Ke Shang, Longcan Chen

Pages: 1054 - 1068

16) Semiparametric Estimation of Distribution Algorithms for Continuous Optimization

Author(s): Vicente P. Soloviev, Concha Bielza, Pedro Larrañaga

Pages: 1069 - 1083

17) On Benchmarking Interactive Evolutionary Multiobjective Algorithms

Author(s): Seyed Mahdi Shavarani, Manuel López-Ibáñez, Joshua Knowles

Pages: 1084 - 1098

18) Multiobjective Ensemble Learning With Multiscale Data for Product Quality Prediction in Iron and Steel Industry

Author(s): Xianpeng Wang, Yao Wang, Lixin Tang, Qingfu Zhang

Pages: 1099 - 1113

19) Surrogate-Assisted Evolutionary Algorithm With Model and Infill Criterion Auto-Configuration

Author(s): Lindong Xie, Genghui Li, Zhenkun Wang, Laizhong Cui, Maoguo Gong

Pages: 1114 - 1126

20) A Framework Based on Historical Evolution Learning for Dynamic Multiobjective Optimization

Author(s): Kunjie Yu, Dezheng Zhang, Jing Liang, Boyang Qu, Mengnan Liu, Ke Chen, Caitong Yue, Ling Wang

Pages: 1127 - 1140

21) Distributed Knowledge Transfer for Evolutionary Multitask Multimodal Optimization

Author(s): Kailai Gao, Cuie Yang, Jinliang Ding, Kay Chen Tan, Tianyou Chai

Pages: 1141 - 1155

22) A Survey on Evolutionary Multiobjective Feature Selection in Classification: Approaches, Applications, and Challenges

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

Pages: 1156 - 1176

23) Reputation-Based Interaction Promotes Cooperation With Reinforcement Learning

Author(s): Tianyu Ren, Xiao-Jun Zeng

Pages: 1177 - 1188