IEEE Transactions on Evolutionary Computation, Volume 27, Issue 3, June 2023

1) Guest Editorial Special Issue on Large-Scale Evolutionary Multiobjective Optimization and Its Practical Applications

Author(s): Xingyi Zhang, Ran Cheng, Yaochu Jin, Bernhard Sendhoff

Pages: 398 - 400

2) Evolutionary Large-Scale Multiobjective Optimization: Benchmarks and Algorithms

Author(s): Songbai Liu, Qiuzhen Lin, Ka-Chun Wong, Qing Li, Kay Chen Tan

Pages: 401 - 415

3) Solution of Large-Scale Many-Objective Optimization Problems Based on Dimension Reduction and Solving Knowledge-Guided Evolutionary Algorithm

Author(s): Xiangjuan Yao, Qian Zhao, Dunwei Gong, Song Zhu

Pages: 416 - 429

4) A Greedy Cooperative Co-Evolutionary Algorithm With Problem-Specific Knowledge for Multiobjective Flowshop Group Scheduling Problems

Author(s): Xuan He, Quan-Ke Pan, Liang Gao, Ling Wang, Ponnuthurai Nagaratnam Suganthan

Pages: 430 - 444

5) A Fuzzy Decision Variables Framework for Large-Scale Multiobjective Optimization

Author(s): Xu Yang, Juan Zou, Shengxiang Yang, Jinhua Zheng, Yuan Liu

Pages: 445 - 459

6) Genetic Programming for Image Classification: A New Program Representation With Flexible Feature Reuse

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

Pages: 460 - 474

7) An Efficient Adaptive Differential Grouping Algorithm for Large-Scale Black-Box Optimization

Author(s): An Chen, Zhigang Ren, Wenhua Guo, Yongsheng Liang, Zuren Feng

Pages: 475 - 489

8) Using an Estimation of Distribution Algorithm to Achieve Multitasking Semantic Web Service Composition

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

Pages: 490 - 504

9) Minimizing Expected Deviation in Upper Level Outcomes Due to Lower Level Decision Making in Hierarchical Multiobjective Problems

Author(s): Kalyanmoy Deb, Zhichao Lu, Ian Kropp, J. Sebastian Hernandez-Suarez, Rayan Hussein, Steven Miller, A. Pouyan Nejadhashemi

Pages: 505 - 519

10) An Iterative Two-Stage Multifidelity Optimization Algorithm for Computationally Expensive Problems

Author(s): Angus Kenny, Tapabrata Ray, Hemant Kumar Singh

Pages: 520 - 534

11) A Genetic Algorithm (GA) and Swarm-Based Binary Decision Diagram (BDD) Reordering Optimizer Reinforced With Recent Operators

Author(s): Ahmed Awad, Amjad Hawash, Baker Abdalhaq

Pages: 535 - 549

12) Benchmarking Optimization Algorithms for Auto-Tuning GPU Kernels

Author(s): Richard Arnoud Schoonhoven, Ben van Werkhoven, Kees Joost Batenburg

Pages: 550 - 564

13) Strengthening Gradient Descent by Sequential Motion Optimization for Deep Neural Networks

Author(s): Thang Le-Duc, Quoc-Hung Nguyen, Jaehong Lee, H. Nguyen-Xuan

Pages: 565 - 579

14) A Stochastic Simulation Optimization-Based Range Gate Pull-Off Jamming Method

Author(s): Yuanhang Wang, Tianxian Zhang, Lingjiang Kong, Zhijie Ma

Pages: 580 - 594

15) Surrogate Sample-Assisted Particle Swarm Optimization for Feature Selection on High-Dimensional Data

Author(s): Xianfang Song, Yong Zhang, Dunwei Gong, Hui Liu, Wanqiu Zhang

Pages: 595 - 609

16) A Learning-Based Memetic Algorithm for Energy-Efficient Flexible Job-Shop Scheduling With Type-2 Fuzzy Processing Time

Author(s): Rui Li, Wenyin Gong, Chao Lu, Ling Wang

Pages: 610 - 620

17) Explainable Artificial Intelligence by Genetic Programming: A Survey

Author(s): Yi Mei, Qi Chen, Andrew Lensen, Bing Xue, Mengjie Zhang

Pages: 621 - 641

18) Dynamic Auxiliary Task-Based Evolutionary Multitasking for Constrained Multiobjective Optimization

Author(s): Kangjia Qiao, Kunjie Yu, Boyang Qu, Jing Liang, Hui Song, Caitong Yue, Hongyu Lin, Kay Chen Tan

Pages: 642 - 656

19) Robust Optimization Over Time by Estimating Robustness of Promising Regions

Author(s): Danial Yazdani, Donya Yazdani, Jürgen Branke, Mohammad Nabi Omidvar, Amir Hossein Gandomi, Xin Yao

Pages: 657 - 670

20) Distributed and Expensive Evolutionary Constrained Optimization With On-Demand Evaluation

Author(s): Feng-Feng Wei, Wei-Neng Chen, Qing Li, Sang-Woon Jeon, Jun Zhang

Pages: 671 - 685

21) Cooperative Coevolutionary CMA-ES With Landscape-Aware Grouping in Noisy Environments

Author(s): Yapei Wu, Xingguang Peng, Handing Wang, Yaochu Jin, Demin Xu

Pages: 686 - 700

22) A Stigmergy-Based Island Model for Dynamic Evaluation of Constraint-Handling Techniques and Differential Evolution Algorithms

Author(s): Grasiele Regina Duarte, Beatriz Souza Leite Pires de Lima, Afonso Celso de Castro Lemonge

Pages: 701 - 715

23) Evolutionary Sampling Agent for Expensive Problems

Author(s): Huixiang Zhen, Wenyin Gong, Ling Wang

Pages: 716 - 727

24) Community Detection in Multiplex Networks Based on Evolutionary Multitask Optimization and Evolutionary Clustering Ensemble

Author(s): Chao Lyu, Yuhui Shi, Lijun Sun, Chin-Teng Lin

Pages: 728 - 742