IEEE Transactions on Evolutionary Computation, Volume 28, Issue 3, June 2024

1) Guest Editorial Evolutionary Neural Architecture Search

Author(s): Yanan Sun, Bing Xue, Mengjie Zhang, Gary G. Yen

Pages: 566 - 569

2) Pareto-Wise Ranking Classifier for Multiobjective Evolutionary Neural Architecture Search

Author(s): Lianbo Ma, Nan Li, Guo Yu, Xiaoyu Geng, Shi Cheng, Xingwei Wang, Min Huang, Yaochu Jin

Pages: 570 - 581

3) EGANS: Evolutionary Generative Adversarial Network Search for Zero-Shot Learning

Author(s): Shiming Chen, Shuhuang Chen, Wenjin Hou, Weiping Ding, Xinge You

Pages: 582 - 596

4) Tree-Based Codification in Neural Architecture Search for Medical Image Segmentation

Author(s): José-Antonio Fuentes-Tomás, Efrén Mezura-Montes, Héctor-Gabriel Acosta-Mesa, Aldo Márquez-Grajales

Pages: 597 - 607

5) Surrogate-Assisted Evolutionary Multiobjective Neural Architecture Search Based on Transfer Stacking and Knowledge Distillation

Author(s): Kuangda Lyu, Hao Li, Maoguo Gong, Lining Xing, A. K. Qin

Pages: 608 - 622

6) Enhancing Fitness Evaluation in Genetic Algorithm-Based Architecture Search for AI-Aided Financial Regulation

Author(s): Jian Feng, Yajie He, Yuhan Pan, Zhipeng Zhou, Si Chen, Wei Gong

Pages: 623 - 637

7) Neural Architecture Search for Text Classification With Limited Computing Resources Using Efficient Cartesian Genetic Programming

Author(s): Xuan Wu, Di Wang, Huanhuan Chen, Lele Yan, Yubin Xiao, Chunyan Miao, Hongwei Ge, Dong Xu, Yanchun Liang, Kangping Wang, Chunguo Wu, You Zhou

Pages: 638 - 652

8) Evolutionary Architecture Search for Generative Adversarial Networks Based on Weight Sharing

Author(s): Yu Xue, Weinan Tong, Ferrante Neri, Peng Chen, Tao Luo, Liangli Zhen, Xiao Wang

Pages: 653 - 667

9) MedNAS: Multiscale Training-Free Neural Architecture Search for Medical Image Analysis

Author(s): Yan Wang, Liangli Zhen, Jianwei Zhang, Miqing Li, Lei Zhang, Zizhou Wang, Yangqin Feng, Yu Xue, Xiao Wang, Zheng Chen, Tao Luo, Rich Siow Mong Goh, Yong Liu

Pages: 668 - 681

10) Toward Evolutionary Multitask Convolutional Neural Architecture Search

Author(s): Xun Zhou, Zhenkun Wang, Liang Feng, Songbai Liu, Ka-Chun Wong, Kay Chen Tan

Pages: 682 - 695

11) Multi-Objective Archiving

Author(s): Miqing Li, Manuel López-Ibáñez, Xin Yao

Pages: 696 - 717

12) A Global and Local Surrogate-Assisted Genetic Programming Approach to Image Classification

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

Pages: 718 - 732

13) Evolutionary Bilevel Optimization via Multiobjective Transformation-Based Lower-Level Search

Author(s): Lei Chen, Hai-Lin Liu, Ke Li, Kay Chen Tan

Pages: 733 - 747

14) ESSR: Evolving Sparse Sharing Representation for Multitask Learning

Author(s): Yayu Zhang, Yuhua Qian, Guoshuai Ma, Xinyan Liang, Guoqing Liu, Qingfu Zhang, Ke Tang

Pages: 748 - 762

15) Multipopulation Evolution-Based Dynamic Constrained Multiobjective Optimization Under Diverse Changing Environments

Author(s): Qingda Chen, Jinliang Ding, Gary G. Yen, Shengxiang Yang, Tianyou Chai

Pages: 763 - 777

16) A Performance Indicator for Interactive Evolutionary Multiobjective Optimization Methods

Author(s): Pouya Aghaei Pour, Sunith Bandaru, Bekir Afsar, Michael Emmerich, Kaisa Miettinen

Pages: 778 - 787

17) Quantum Genetic Algorithm With Individuals in Multiple Registers

Author(s): Rubén Ibarrondo, Giancarlo Gatti, Mikel Sanz

Pages: 788 - 797

18) Multiobjective Evolutionary Generative Adversarial Network Compression for Image Translation

Author(s): Yao Zhou, Bing Hu, Xianglei Yuan, Kaide Huang, Zhang Yi, Gary G. Yen

Pages: 798 - 809

19) A Two-Stage Differential Evolutionary Algorithm for Deep Ensemble Model Generation

Author(s): Haitong Zhao, Changsheng Zhang, Bing Xue, Mengjie Zhang, Bin Zhang

Pages: 810 - 824

20) Sparsity-Preserved Pareto Optimization for Subset Selection

Author(s): Lei Zhang, Xiang Sun, Haipeng Yang, Fan Cheng

Pages: 825 - 836

21)Analysis of Multiobjective Evolutionary Algorithms on Fitness Function With Time-Linkage Property

Author(s): Tianyi Yang, Yuren Zhou

Pages: 837 - 843