IEEE Transactions on Evolutionary Computation, Volume 25, Number 3, June 2021.

1) A Multipopulation Evolutionary Algorithm for Solving Large-Scale Multimodal Multiobjective Optimization Problems

Author(s): Ye Tian;Ruchen Liu;Xingyi Zhang;Haiping Ma;Kay Chen Tan;Yaochu Jin

Pages: 405 - 418

2) A Computationally Efficient Evolutionary Algorithm for Multiobjective Network Robustness Optimization

Author(s): Shuai Wang;Jing Liu;Yaochu Jin

Pages: 419 - 432

3) Preserving Population Diversity Based on Transformed Semantics in Genetic Programming for Symbolic Regression

Author(s): Qi Chen;Bing Xue;Mengjie Zhang

Pages: 433 - 447

4) Paired Offspring Generation for Constrained Large-Scale Multiobjective Optimization

Author(s): Cheng He;Ran Cheng;Ye Tian;Xingyi Zhang;Kay Chen Tan;Yaochu Jin

Pages: 448 - 462

5) Adaptive Multilevel Prediction Method for Dynamic Multimodal Optimization

Author(s): Ali Ahrari;Saber Elsayed;Ruhul Sarker;Daryl Essam;Carlos A. Coello Coello

Pages: 463 - 477

6) SAFE: Scale-Adaptive Fitness Evaluation Method for Expensive Optimization Problems

Author(s): Sheng-Hao Wu;Zhi-Hui Zhan;Jun Zhang

Pages: 478 - 491

7) A Genetic Programming Approach for Evolving Variable Selectors in Constraint Programming

Author(s): Su Nguyen;Dhananjay Thiruvady;Mengjie Zhang;Kay Chen Tan

Pages: 492 - 507

8) Evolutionary Game Analysis Among Three Green-Sensitive Parties in Green Supply Chains

Author(s): Qingqi Long;Xiaoying Tao;Ying Shi;Shuzhu Zhang

Pages: 508 - 523

9) A Novel Training Protocol for Performance Predictors of Evolutionary Neural Architecture Search Algorithms

Author(s): Yanan Sun;Xian Sun;Yuhan Fang;Gary G. Yen;Yuqiao Liu

Pages: 524 - 536

10) Enhanced Constraint Handling for Reliability-Constrained Multiobjective Testing Resource Allocation

Author(s): Zhaopin Su;Guofu Zhang;Feng Yue;Dezhi Zhan;Miqing Li;Bin Li;Xin Yao

Pages: 537 - 551

11) Correlation Coefficient-Based Recombinative Guidance for Genetic Programming Hyperheuristics in Dynamic Flexible Job Shop Scheduling

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

Pages: 552 - 566

12) Learnable Evolutionary Search Across Heterogeneous Problems via Kernelized Autoencoding

Author(s): Lei Zhou;Liang Feng;Abhishek Gupta;Yew-Soon Ong

Pages: 567 - 581

13) Multisource Neighborhood Immune Detector Adaptive Model for Anomaly Detection

Author(s): Liang Xi;Rui-Dong Wang;Zhi-Yu Yao;Feng-Bin Zhang

Pages: 582 - 594

14) Few-Shots Parallel Algorithm Portfolio Construction via Co-Evolution

Author(s): Ke Tang;Shengcai Liu;Peng Yang;Xin Yao

Pages: 595 - 607