IEEE Transactions on Evolutionary Computation, Volume 26, Issue 5, October 2022

1) A Review of Population-Based Metaheuristics for Large-Scale Black-Box Global Optimization—Part I

Author(s): Mohammad Nabi Omidvar, Xiaodong Li, Xin Yao

Pages: 802 - 822

2) A Review of Population-Based Metaheuristics for Large-Scale Black-Box Global Optimization—Part II

Author(s): Mohammad Nabi Omidvar, Xiaodong Li, Xin Yao

Pages: 823 - 843

3) Multisource Heterogeneous User-Generated Contents-Driven Interactive Estimation of Distribution Algorithms for Personalized Search

Author(s): Lin Bao, Xiaoyan Sun, Dunwei Gong, Yong Zhang

Pages: 844 - 858

4) An Enhanced Competitive Swarm Optimizer With Strongly Convex Sparse Operator for Large-Scale Multiobjective Optimization

Author(s): Xiangyu Wang, Kai Zhang, Jian Wang, Yaochu Jin

Pages: 859 - 871

5) Investigating the Correlation Amongst the Objective and Constraints in Gaussian Process-Assisted Highly Constrained Expensive Optimization

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

Pages: 872 - 885

6) A Diversity-Enhanced Subset Selection Framework for Multimodal Multiobjective Optimization

Author(s): Yiming Peng, Hisao Ishibuchi

Pages: 886 - 900

7) Memristor Parallel Computing for a Matrix-Friendly Genetic Algorithm

Author(s): Yongbin Yu, Jiehong Mo, Quanxin Deng, Chen Zhou, Biao Li, Xiangxiang Wang, Nijing Yang, Qian Tang, Xiao Feng

Pages: 901 - 910

8) Evolutionary Search With Multiview Prediction for Dynamic Multiobjective Optimization

Author(s): Wei Zhou, Liang Feng, Kay Chen Tan, Min Jiang, Yong Liu

Pages: 911 - 925

9) An Estimation of Distribution Algorithm Based on Variational Bayesian for Point-Set Registration

Author(s): Hualong Cao, Qiqi He, Haifeng Wang, Zenghui Xiong, Ni Zhang, Yang Yang

Pages: 926 - 940

10) A Review on Evolutionary Multitask Optimization: Trends and Challenges

Author(s): Tingyang Wei, Shibin Wang, Jinghui Zhong, Dong Liu, Jun Zhang

Pages: 941 - 960

11) Enhanced Innovized Progress Operator for Evolutionary Multi- and Many-Objective Optimization

Author(s): Sukrit Mittal, Dhish Kumar Saxena, Kalyanmoy Deb, Erik D. Goodman

Pages: 961 - 975

12) An Approximated Gradient Sign Method Using Differential Evolution for Black-Box Adversarial Attack

Author(s): Chao Li, Handing Wang, Jun Zhang, Wen Yao, Tingsong Jiang

Pages: 976 - 990

13) Recombinator-k-Means: An Evolutionary Algorithm That Exploits k-Means++ for Recombination

Author(s): Carlo Baldassi

Pages: 991 - 1003

14) Space-Partitioned ND-Trees for the Dynamic Nondominance Problem

Author(s): Bruno Lang

Pages: 1004 - 1014

15) Correlation-Guided Updating Strategy for Feature Selection in Classification With Surrogate-Assisted Particle Swarm Optimization

Author(s): Ke Chen, Bing Xue, Mengjie Zhang, Fengyu Zhou

Pages: 1015 - 1029

16) An Evolutionary Multiobjective Knee-Based Lower Upper Bound Estimation Method for Wind Speed Interval Forecast

Author(s): Kaiwen Li, Tao Zhang, Rui Wang, Ling Wang, Hisao Ishibuchi

Pages: 1030 - 1042

17) Distributed Co-Evolutionary Memetic Algorithm for Distributed Hybrid Differentiation Flowshop Scheduling Problem

Author(s): Guanghui Zhang, Bo Liu, Ling Wang, Dengxiu Yu, Keyi Xing

Pages: 1043 - 1057

18) Theoretical Analysis and Empirical Validation of the Conical Area Evolutionary Algorithm for Bi-Objective Optimization

Author(s): Hassan Jalil, Kangshun Li, Weiqin Ying

Pages: 1058 - 1071

19) Evolutionary Search for Complete Neural Network Architectures With Partial Weight Sharing

Author(s): Haoyu Zhang, Yaochu Jin, Kuangrong Hao

Pages: 1072 - 1086

20) A Surrogate-Assisted Evolutionary Feature Selection Algorithm With Parallel Random Grouping for High-Dimensional Classification

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

Pages: 1087 - 1101

21) Reducing Negative Transfer Learning via Clustering for Dynamic Multiobjective Optimization

Author(s): Jianqiang Li, Tao Sun, Qiuzhen Lin, Min Jiang, Kay Chen Tan

Pages: 1102 - 1116

22) Multi-SANA: Comparing Measures of Topological Similarity for Multiple Network Alignment

Author(s): Shiyue Rong, Weisheng Wang, Viet Ly, Pasha Khosravi, William C. Wu, Jing Chen, Wayne B. Hayes

Pages: 1117 - 1128

23) A Novel Dual-Stage Dual-Population Evolutionary Algorithm for Constrained Multiobjective Optimization

Author(s): Mengjun Ming, Rui Wang, Hisao Ishibuchi, Tao Zhang

Pages: 1129 - 1143

24) EDA++: Estimation of Distribution Algorithms With Feasibility Conserving Mechanisms for Constrained Continuous Optimization

Author(s): Abolfazl Shirazi, Josu Ceberio, Jose A. Lozano

Pages: 1144 - 1156

25) Expensive Multiobjective Optimization by Relation Learning and Prediction

Author(s): Hao Hao, Aimin Zhou, Hong Qian, Hu Zhang

Pages: 1157 - 1170

26) Quality-Diversity Meta-Evolution: Customizing Behavior Spaces to a Meta-Objective

Author(s): David M. Bossens, Danesh Tarapore

Pages: 1171 - 1181

27) Probabilistic Selection Approaches in Decomposition-Based Evolutionary Algorithms for Offline Data-Driven Multiobjective Optimization

Author(s): Atanu Mazumdar, Tinkle Chugh, Jussi Hakanen, Kaisa Miettinen

Pages: 1182 - 1191

28) Enhancing 3-D Land Seismic Data Using Nonlinear Beamforming Based on the Efficiency-Improved Genetic Algorithm

Author(s): Yimin Sun, Ilya Silvestrov, Andrey Bakulin

Pages: 1192 - 1199