IEEE Transactions on Evolutionary Computation, Volume 27, Issue 4

1) Guest Editorial Special Issue on Multiobjective Evolutionary Optimization in Machine Learning

Author(s): Uwe Aickelin, Hadi Akbarzadeh Khorshidi, Rong Qu, Hadi Charkhgard

Pages: 746 - 748

2) Interactive Evolutionary Multiobjective Optimization via Learning to Rank

Author(s): Ke Li, Guiyu Lai, Xin Yao

Pages: 749 - 763

3) Reduced-Space Multistream Classification Based on Multiobjective Evolutionary Optimization

Author(s): Botao Jiao, Yinan Guo, Shengxiang Yang, Jiayang Pu, Dunwei Gong

Pages: 764 - 777

4) Neural Architecture Search Based on a Multi-Objective Evolutionary Algorithm With Probability Stack

Author(s): Yu Xue, Chen Chen, Adam Słowik

Pages: 778 - 786

5) Region Purity-Based Local Feature Selection: A Multiobjective Perspective

Author(s): Yu Zhou, Yan Qiu, Sam Kwong

Pages: 787 - 801

6) An Evolutionary Multitasking Algorithm With Multiple Filtering for High-Dimensional Feature Selection

Author(s): Lingjie Li, Manlin Xuan, Qiuzhen Lin, Min Jiang, Zhong Ming, Kay Chen Tan

Pages: 802 - 816

7) Evolutionary Multiobjective Clustering Over Multiple Conflicting Data Views

Author(s): Mario Garza-Fabre, Julia Handl, Adán José-García

Pages: 817 - 831

8) Query-Efficient Generation of Adversarial Examples for Defensive DNNs via Multiobjective Optimization

Author(s): Wei Jiang, Shen You, Jinyu Zhan, Xupeng Wang, Hong Lei, Deepak Adhikari

Pages: 832 - 847

9) Mitigating Unfairness via Evolutionary Multiobjective Ensemble Learning

Author(s): Qingquan Zhang, Jialin Liu, Zeqi Zhang, Junyi Wen, Bifei Mao, Xin Yao

Pages: 848 - 862

10) Evolutionary Multitasking for Large-Scale Multiobjective Optimization

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

Pages: 863 - 877

11) Island Transpeciation: A Co-Evolutionary Neural Architecture Search, Applied to Country-Scale Air-Quality Forecasting

Author(s): Konstantinos Theodorakos, Oscar Mauricio Agudelo, Joachim Schreurs, Johan A. K. Suykens, Bart De Moor

Pages: 878 - 892

12) Discretization-Based Feature Selection as a Bilevel Optimization Problem

Author(s): Rihab Said, Maha Elarbi, Slim Bechikh, Carlos Artemio Coello Coello, Lamjed Ben Said

Pages: 893 - 907

13) Objective-Constraint Mutual-Guided Surrogate-Based Particle Swarm Optimization for Expensive Constrained Multimodal Problems

Author(s): Yong Zhang, Xin-Fang Ji, Xiao-Zhi Gao, Dun-Wei Gong, Xiao-Yan Sun

Pages: 908 - 922

14) A Localized High-Fidelity-Dominance-Based Many-Objective Evolutionary Algorithm

Author(s): Dhish Kumar Saxena, Sukrit Mittal, Sarang Kapoor, Kalyanmoy Deb

Pages: 923 - 937

15) Theory of (1+1) ES on SPHERE Revisited

Author(s): Alexandru Agapie, Ovidiu Solomon, Luiza Bădin

Pages: 938 - 948

16) Feature Extraction for Recommendation of Constrained Multiobjective Evolutionary Algorithms

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

Pages: 949 - 963

17) Gene Targeting Differential Evolution: A Simple and Efficient Method for Large-Scale Optimization

Author(s): Zi-Jia Wang, Jun-Rong Jian, Zhi-Hui Zhan, Yun Li, Sam Kwong, Jun Zhang

Pages: 964 - 979

18) Frequency Fitness Assignment: Optimization Without Bias for Good Solutions Can Be Efficient

Author(s): Thomas Weise, Zhize Wu, Xinlu Li, Yan Chen, Jörg Lässig

Pages: 980 - 992

19) Domination-Based Selection and Shift-Based Density Estimation for Constrained Multiobjective Optimization

Author(s): Jinlong Zhou, Yinggui Zhang, Jinhua Zheng, Miqing Li

Pages: 993 - 1004

20) An Efficient Way of Introducing Gender Into Evolutionary Algorithms

Author(s): Christian Kasten, Julian Fahr, Markus Klein

Pages: 1005 - 1014

21) Multitask Particle Swarm Optimization With Dynamic On-Demand Allocation

Author(s): Honggui Han, Xing Bai, Ying Hou, Junfei Qiao

Pages: 1015 - 1026

22) Automatic Variable Reduction

Author(s): Aijuan Song, Guohua Wu, Ponnuthurai Nagaratnam Suganthan, Witold Pedrycz

Pages: 1027 - 1041

23) Evolutionary Multitasking for Optimization Based on Generative Strategies

Author(s): Zhengping Liang, Yingmiao Zhu, Xiyu Wang, Zhi Li, Zexuan Zhu

Pages: 1042 - 1056

24) ConCS: A Continual Classifier System for Continual Learning of Multiple Boolean Problems

Author(s): Trung B. Nguyen, Will N. Browne, Mengjie Zhang

Pages: 1057 - 1071

25) Automated Design of Metaheuristics Using Reinforcement Learning Within a Novel General Search Framework

Author(s): Wenjie Yi, Rong Qu, Licheng Jiao, Ben Niu

Pages: 1072 - 1084

26) A Performance Indicator-Based Infill Criterion for Expensive Multi-/Many-Objective Optimization

Author(s): Shufen Qin, Chaoli Sun, Qiqi Liu, Yaochu Jin

Pages: 1085 - 1099

27) Dynamic In Vivo Computation for Learning-Based Nanobiosensing in Time-Varying Biological Landscapes

Author(s): Shaolong Shi, Yifan Chen, Jurong Ding, Qiang Liu, Qingfu Zhang

Pages: 1100 - 1114

28) Multiobjective Differential Evolution With Speciation for Constrained Multimodal Multiobjective Optimization

Author(s): Jing Liang, Hongyu Lin, Caitong Yue, Kunjie Yu, Ying Guo, Kangjia Qiao

Pages: 1115 - 1129

29) Detecting Overlapping Areas in Unbalanced High-Dimensional Data Using Neighborhood Rough Set and Genetic Programming

Author(s): Wenbin Pei, Bing Xue, Lin Shang, Mengjie Zhang

Pages: 1130 - 1144

30) Effects of Archive Size on Computation Time and Solution Quality for Multiobjective Optimization

Author(s): Tianye Shu, Ke Shang, Hisao Ishibuchi, Yang Nan

Pages: 1145 - 1153

31) HV-Net: Hypervolume Approximation Based on DeepSets

Author(s): Ke Shang, Weiyu Chen, Weiduo Liao, Hisao Ishibuchi

Pages: 1154 - 1160