Journal: IEEE Trans. Evolutionary Computation

Volume 27, Issue 4

746 -- 748Uwe Aickelin, Hadi Akbarzadeh Khorshidi, Rong Qu, Hadi Charkhgard. Guest Editorial Special Issue on Multiobjective Evolutionary Optimization in Machine Learning
749 -- 763Ke Li 0001, Guiyu Lai, Xin Yao 0001. Interactive Evolutionary Multiobjective Optimization via Learning to Rank
764 -- 777Botao Jiao, Yinan Guo 0001, Shengxiang Yang, Jiayang Pu, Dunwei Gong. Reduced-Space Multistream Classification Based on Multiobjective Evolutionary Optimization
778 -- 786Yu Xue 0003, Chen Chen, Adam Slowik. Neural Architecture Search Based on a Multi-Objective Evolutionary Algorithm With Probability Stack
787 -- 801Yu Zhou 0027, Yan Qiu, Sam Kwong. Region Purity-Based Local Feature Selection: A Multiobjective Perspective
802 -- 816Lingjie Li, Manlin Xuan, Qiuzhen Lin, Min Jiang 0005, Zhong Ming 0001, Kay Chen Tan. An Evolutionary Multitasking Algorithm With Multiple Filtering for High-Dimensional Feature Selection
817 -- 831Mario Garza-Fabre, Julia Handl, Adán José García. Evolutionary Multiobjective Clustering Over Multiple Conflicting Data Views
832 -- 847Wei Jiang 0016, Shen You, Jinyu Zhan, Xupeng Wang, Hong Lei, Deepak Adhikari. Query-Efficient Generation of Adversarial Examples for Defensive DNNs via Multiobjective Optimization
848 -- 862Qingquan Zhang, Jialin Liu 0001, Zeqi Zhang, Junyi Wen, Bifei Mao, Xin Yao 0001. Mitigating Unfairness via Evolutionary Multiobjective Ensemble Learning
863 -- 877Songbai Liu, Qiuzhen Lin, Liang Feng, Ka Chun Wong, Kay Chen Tan. Evolutionary Multitasking for Large-Scale Multiobjective Optimization
878 -- 892Konstantinos Theodorakos, Oscar Mauricio Agudelo, Joachim Schreurs, Johan A. K. Suykens, Bart De Moor. Island Transpeciation: A Co-Evolutionary Neural Architecture Search, Applied to Country-Scale Air-Quality Forecasting
893 -- 907Rihab Said, Maha Elarbi, Slim Bechikh, Carlos Artemio Coello Coello, Lamjed Ben Said. Discretization-Based Feature Selection as a Bilevel Optimization Problem
908 -- 922Yong Zhang 0016, Xinfang Ji, Xiao-Zhi Gao 0001, Dun-Wei Gong, Xiaoyan Sun 0002. Objective-Constraint Mutual-Guided Surrogate-Based Particle Swarm Optimization for Expensive Constrained Multimodal Problems
923 -- 937Dhish Kumar Saxena, Sukrit Mittal, Sarang Kapoor, Kalyanmoy Deb. A Localized High-Fidelity-Dominance-Based Many-Objective Evolutionary Algorithm
938 -- 948Alexandru Agapie, Ovidiu Solomon, Luiza Badin. Theory of (1+1) ES on SPHERE Revisited
949 -- 963Kangjia Qiao, Kunjie Yu, Boyang Qu, Jing Liang 0005, Caitong Yue, Xuanxuan Ban. Feature Extraction for Recommendation of Constrained Multiobjective Evolutionary Algorithms
964 -- 979Zi-Jia Wang, Jun-Rong Jian, Zhi-hui Zhan, Yun Li 0002, Sam Kwong, Jun Zhang 0003. Gene Targeting Differential Evolution: A Simple and Efficient Method for Large-Scale Optimization
980 -- 992Thomas Weise 0001, Zhize Wu, Xinlu Li, Yan Chen, Jörg Lässig. Frequency Fitness Assignment: Optimization Without Bias for Good Solutions Can Be Efficient
993 -- 1004Jinlong Zhou, Yinggui Zhang, Jinhua Zheng, Miqing Li. Domination-Based Selection and Shift-Based Density Estimation for Constrained Multiobjective Optimization
1005 -- 1014Christian Kasten, Julian Fahr, Markus Klein 0002. An Efficient Way of Introducing Gender Into Evolutionary Algorithms
1015 -- 1026Honggui Han, Xing Bai, Ying Hou, Junfei Qiao 0001. Multitask Particle Swarm Optimization With Dynamic On-Demand Allocation
1027 -- 1041Aijuan Song, Guohua Wu, Ponnuthurai Nagaratnam Suganthan, Witold Pedrycz. Automatic Variable Reduction
1042 -- 1056Zhengping Liang, Yingmiao Zhu, Xiyu Wang, Zhi Li 0020, Zexuan Zhu. Evolutionary Multitasking for Optimization Based on Generative Strategies
1057 -- 1071Trung B. Nguyen, Will N. Browne, Mengjie Zhang 0001. ConCS: A Continual Classifier System for Continual Learning of Multiple Boolean Problems
1072 -- 1084Wenjie Yi, Rong Qu, Licheng Jiao, Ben Niu 0002. Automated Design of Metaheuristics Using Reinforcement Learning Within a Novel General Search Framework
1085 -- 1099Shufen Qin, Chaoli Sun, Qiqi Liu, Yaochu Jin. A Performance Indicator-Based Infill Criterion for Expensive Multi-/Many-Objective Optimization
1100 -- 1114Shaolong Shi, Yifan Chen 0001, Jurong Ding, Qiang Liu 0016, Qingfu Zhang 0001. Dynamic In Vivo Computation for Learning-Based Nanobiosensing in Time-Varying Biological Landscapes
1115 -- 1129Jing Liang 0005, Hongyu Lin, Caitong Yue, Kunjie Yu, Ying Guo, Kangjia Qiao. Multiobjective Differential Evolution With Speciation for Constrained Multimodal Multiobjective Optimization
1130 -- 1144WenBin Pei, Bing Xue 0001, Lin Shang 0001, Mengjie Zhang 0001. Detecting Overlapping Areas in Unbalanced High-Dimensional Data Using Neighborhood Rough Set and Genetic Programming
1145 -- 1153Tianye Shu, Ke Shang, Hisao Ishibuchi, Yang Nan 0001. Effects of Archive Size on Computation Time and Solution Quality for Multiobjective Optimization
1154 -- 1160Ke Shang, Weiyu Chen, Weiduo Liao, Hisao Ishibuchi. HV-Net: Hypervolume Approximation Based on DeepSets