Journal: IEEE Trans. Evolutionary Computation

Volume 28, Issue 6

1546 -- 1560Zhixing Huang, Yi Mei 0001, Fangfang Zhang 0003, Mengjie Zhang 0001. Multitask Linear Genetic Programming With Shared Individuals and Its Application to Dynamic Job Shop Scheduling
1561 -- 1574Wei Li 0055, Edgar Buchanan, Léni K. Le Goff, Emma Hart, Matthew F. Hale, Bingsheng Wei, Matteo De Carlo, Mike Angus, Robert Woolley, Zhongxue Gan, Alan F. T. Winfield, Jon Timmis, Ágoston E. Eiben, Andy M. Tyrrell. Evaluation of Frameworks That Combine Evolution and Learning to Design Robots in Complex Morphological Spaces
1575 -- 1589Ryoji Tanabe, Ke Li 0001. Quality Indicators for Preference-Based Evolutionary Multiobjective Optimization Using a Reference Point: A Review and Analysis
1590 -- 1604Rui Zhang, Yanan Sun 0001, Mengjie Zhang 0001. GPU-Based Genetic Programming for Faster Feature Extraction in Binary Image Classification
1605 -- 1619Sukrit Mittal, Dhish Kumar Saxena, Kalyanmoy Deb, Erik D. Goodman. A Unified Innovized Progress Operator for Performance Enhancement in Evolutionary Multi- and Many-Objective Optimization
1620 -- 1632Puyu Jiang, Jun Liu 0039, Yuansheng Cheng. Bi-Population-Enhanced Cooperative Differential Evolution for Constrained Large-Scale Optimization Problems
1633 -- 1643Xiao-fang Liu, Zhi-hui Zhan, Jun Zhang 0003. Transfer-Based Particle Swarm Optimization for Large-Scale Dynamic Optimization With Changing Variable Interactions
1644 -- 1658Tong Guo, Yi Mei 0001, Ke Tang 0001, Wenbo Du 0001. Cooperative Co-Evolution for Large-Scale Multiobjective Air Traffic Flow Management
1659 -- 1673Zeqiong Lv, Chao Qian 0001, Yanan Sun 0001. Benchmarking Analysis of Evolutionary Neural Architecture Search
1674 -- 1688Shulei Liu, Wen Yao, Handing Wang, Wei Peng 0010, Yang Yang 0123. Rapidly Evolving Soft Robots via Action Inheritance
1689 -- 1703Hengzhe Zhang, Qi Chen 0002, Bing Xue 0001, Wolfgang Banzhaf, Mengjie Zhang 0001. A Semantic-Based Hoist Mutation Operator for Evolutionary Feature Construction in Regression
1704 -- 1718Aijuan Song, Guohua Wu 0001, Ling Zhou, Ling Wang 0001, Witold Pedrycz. Exact and Metaheuristic Algorithms for Variable Reduction
1719 -- 1732Yinglan Feng, Liang Feng 0001, Sam Kwong, Kay Chen Tan. A Multiform Evolutionary Search Paradigm for Bilevel Multiobjective Optimization
1733 -- 1745Yanchi Li, Wenyin Gong, Shuijia Li. Multitask Evolution Strategy With Knowledge-Guided External Sampling
1746 -- 1760Ritam Guha, Kalyanmoy Deb. Compromising Pareto-Optimality With Regularity in Platform-Based Multiobjective Optimization
1761 -- 1775Meng Xu 0008, Yi Mei 0001, Fangfang Zhang 0003, Mengjie Zhang 0001. Genetic Programming for Dynamic Flexible Job Shop Scheduling: Evolution With Single Individuals and Ensembles
1776 -- 1793Xiaoming Xue, Cuie Yang, Liang Feng 0001, Kai Zhang 0029, Linqi Song, Kay Chen Tan. Solution Transfer in Evolutionary Optimization: An Empirical Study on Sequential Transfer
1794 -- 1808Yuhang Wang, Yuyan Han, YuTing Wang, Quan-ke Pan, Ling Wang 0001. Sustainable Scheduling of Distributed Flow Shop Group: A Collaborative Multi-Objective Evolutionary Algorithm Driven by Indicators
1809 -- 1823Yue-jiao Gong, Yuanting Zhong, Hao-Gan Huang. Offline Data-Driven Optimization at Scale: A Cooperative Coevolutionary Approach
1824 -- 1837Zhenshou Song, Handing Wang, Bing Xue 0001, Mengjie Zhang 0001. Balancing Different Optimization Difficulty Between Objectives in Multiobjective Feature Selection
1838 -- 1851Xiaoyu He 0001, Xueyan Tang, Zibin Zheng, Yuren Zhou. Noisy Evolutionary Optimization With Application to Grid-Based Persistent Monitoring
1852 -- 1866Jiabin Lin, Qi Chen 0002, Bing Xue 0001, Mengjie Zhang 0001. Evolutionary Multitasking for Multiobjective Feature Selection in Classification
1867 -- 1881Qi-Te Yang, Zhi-hui Zhan, Xiao-fang Liu, Jian-Yu Li, Jun Zhang 0003. Grid Classification-Based Surrogate-Assisted Particle Swarm Optimization for Expensive Multiobjective Optimization