IEEE Transactions on Evolutionary Computation, Volume 26, Issue 3, June 2022

1) PSO-X: A Component-Based Framework for the Automatic Design of Particle Swarm Optimization Algorithms

Author(s): Christian L. Camacho-Villalón, Marco Dorigo, Thomas Stützle

Pages: 402 - 416

2) MO4: A Many-Objective Evolutionary Algorithm for Protein Structure Prediction

Author(s): Zhenyu Lei, Shangce Gao, Zhiming Zhang, MengChu Zhou, Jiujun Cheng

Pages: 417 - 430

3) Dynamic Optimization in Fast-Changing Environments via Offline Evolutionary Search

Author(s): Xiaofen Lu, Ke Tang, Stefan Menzel, Xin Yao

Pages: 431 - 445

4) Evolutionary Multitasking for Feature Selection in High-Dimensional Classification via Particle Swarm Optimization

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

Pages: 446 - 460

5) A Cooperative Memetic Algorithm With Learning-Based Agent for Energy-Aware Distributed Hybrid Flow-Shop Scheduling

Author(s): Jing-Jing Wang, Ling Wang

Pages: 461 - 475

6) Analyzing Dominance Move (MIP-DoM) Indicator for Multiobjective and Many-Objective Optimization

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

Pages: 476 - 489

7) Black-Box Optimization Revisited: Improving Algorithm Selection Wizards Through Massive Benchmarking

Author(s): Laurent Meunier, Herilalaina Rakotoarison, Pak Kan Wong, Baptiste Roziere, Jérémy Rapin, Olivier Teytaud, Antoine Moreau, Carola Doerr

Pages: 490 - 500

8) Theory of (1 + 1) ES on the RIDGE

Author(s): Alexandru Agapie, Ovidiu Solomon, Marius Giuclea

Pages: 501 - 511

9) Multipopulation Ant Colony System With Knowledge-Based Local Searches for Multiobjective Supply Chain Configuration

Author(s): Xin Zhang, Zhi-Hui Zhan, Wei Fang, Pengjiang Qian, Jun Zhang

Pages: 512 - 526

10) Static and Dynamic Multimodal Optimization by Improved Covariance Matrix Self-Adaptation Evolution Strategy With Repelling Subpopulations

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

Pages: 527 - 541

11) Dynamic Transfer Reference Point-Oriented MOEA/D Involving Local Objective-Space Knowledge

Author(s): Yingbo Xie, Shengxiang Yang, Ding Wang, Junfei Qiao, Baocai Yin

Pages: 542 - 554

12) Dual-Tree Genetic Programming for Few-Shot Image Classification

Author(s): Ying Bi, Bing Xue, Mengjie Zhang

Pages: 555 - 569

13) Memetic EDA-Based Approaches to QoS-Aware Fully Automated Semantic Web Service Composition

Author(s): Chen Wang, Hui Ma, Gang Chen, Sven Hartmann

Pages: 570 - 584

14) Toward Large-Scale Evolutionary Multitasking: A GPU-Based Paradigm

Author(s): Yuxiao Huang, Liang Feng, Alex Kai Qin, Meng Chen, Kay Chen Tan

Pages: 585 - 598