IEEE Transactions on Evolutionary Computation, Volume 27, Issue 2, April 2023

1) A Survey on Evolutionary Constrained Multiobjective Optimization

Author(s): Jing Liang, Xuanxuan Ban, Kunjie Yu, Boyang Qu, Kangjia Qiao, Caitong Yue, Ke Chen, Kay Chen Tan

Pages: 201 - 221

2) A Genetic Algorithm Approach to Automate Architecture Design for Acoustic Scene Classification

Author(s): Noha W. Hasan, Ali S. Saudi, Mahmoud I. Khalil, Hazem M. Abbas

Pages: 222 - 236

3) A Multiobjective Multitask Optimization Algorithm Using Transfer Rank

Author(s): Hongyan Chen, Hai-Lin Liu, Fangqing Gu, Kay Chen Tan

Pages: 237 - 250

4) Solving the Single-Row Facility Layout Problem by K-Medoids Memetic Permutation Group

Author(s): Lixin Tang, Zuocheng Li, Jin-Kao Hao

Pages: 251 - 265

5) A Variable Granularity Search-Based Multiobjective Feature Selection Algorithm for High-Dimensional Data Classification

Author(s): Fan Cheng, Junjie Cui, Qijun Wang, Lei Zhang

Pages: 266 - 280

6) On the Evolutionary Synthesis of Fault-Resilient Digital Circuits

Author(s): Umar Afzaal, Abdus Sami Hassan, Muhammad Usman, Jeong-A Lee

Pages: 281 - 295

7) Differential Evolution-Based Feature Selection: A Niching-Based Multiobjective Approach

Author(s): Peng Wang, Bing Xue, Jing Liang, Mengjie Zhang

Pages: 296 - 310

8) Knowledge Transfer Genetic Programming With Auxiliary Population for Solving Uncertain Capacitated Arc Routing Problem

Author(s): Mazhar Ansari Ardeh, Yi Mei, Mengjie Zhang, Xin Yao

Pages: 311 - 325

9) Objective Space-Based Population Generation to Accelerate Evolutionary Algorithms for Large-Scale Many-Objective Optimization

Author(s): Qi Deng, Qi Kang, Liang Zhang, MengChu Zhou, Jing An

Pages: 326 - 340

10) Offline and Online Objective Reduction via Gaussian Mixture Model Clustering

Author(s): Genghui Li, Zhenkun Wang, Qingfu Zhang, Jianyong Sun

Pages: 341 - 354

11) A Bilevel Gene-Based Multiobjective Memetic Algorithm for Passive Localization System Deployment Optimization

Author(s): Zhao Wang, Maoguo Gong, Peng Li, Fei Xie, Mingyang Zhang

Pages: 355 - 369

12) Contrastive Learning: An Alternative Surrogate for Offline Data-Driven Evolutionary Computation

Author(s): Hao-Gan Huang, Yue-Jiao Gong

Pages: 370 - 384

13) Promoting Transfer of Robot Neuro-Motion-Controllers by Many-Objective Topology and Weight Evolution

Author(s): Adham Salih, Amiram Moshaiov

Pages: 385 - 395