IEEE Transactions on Evolutionary Computation, Volume 28, Issue 6

1) Multitask Linear Genetic Programming With Shared Individuals and Its Application to Dynamic Job Shop SchedulingAuthor(s): Zhixing Huang, Yi Mei, Fangfang Zhang, Mengjie ZhangPages: 1546 - 15602) Evaluation of Frameworks That Combine Evolution and Learning to Design Robots in Complex Morphological SpacesAuthor(s): Wei Li, Edgar Buchanan, Léni K. Le Goff, Emma Hart, Matthew F. Hale, Bingsheng Wei, Matteo De Carlo, Mike Angus, Robert Woolley, Zhongxue Gan, Alan F. Winfield, Jon Timmis, Agoston E. Eiben, Andy M. TyrrellPages: 1561 - 15743) Quality Indicators for Preference-Based Evolutionary Multiobjective Optimization Using a Reference Point: A Review and AnalysisAuthor(s): Ryoji Tanabe, Ke LiPages: 1575 - 15894) GPU-Based Genetic Programming for Faster Feature Extraction in Binary Image ClassificationAuthor(s): Rui Zhang, Yanan Sun, Mengjie ZhangPages: 1590 - 16045) A Unified Innovized Progress Operator for Performance Enhancement in Evolutionary Multi- and Many-Objective OptimizationAuthor(s): Sukrit Mittal, Dhish Kumar Saxena, Kalyanmoy Deb, Erik D. GoodmanPages: 1605 - 16196) Bi-Population-Enhanced Cooperative Differential Evolution for Constrained Large-Scale Optimization ProblemsAuthor(s): Puyu Jiang, Jun Liu, Yuansheng ChengPages: 1620 - 16327) Transfer-Based Particle Swarm Optimization for Large-Scale Dynamic Optimization With Changing Variable InteractionsAuthor(s): Xiao-Fang Liu, Zhi-Hui Zhan, Jun ZhangPages: 1633 - 16438) Cooperative Co-Evolution for Large-Scale Multiobjective Air Traffic Flow ManagementAuthor(s): Tong Guo, Yi Mei, Ke Tang, Wenbo DuPages: 1644 - 16589) Benchmarking Analysis of Evolutionary Neural Architecture SearchAuthor(s): Zeqiong Lv, Chao Qian, Yanan SunPages: 1659 - 167310) Rapidly Evolving Soft Robots via Action InheritanceAuthor(s): Shulei Liu, Wen Yao, Handing Wang, Wei Peng, Yang YangPages: 1674 - 168811) A Semantic-Based Hoist Mutation Operator for Evolutionary Feature Construction in RegressionAuthor(s): Hengzhe Zhang, Qi Chen, Bing Xue, Wolfgang Banzhaf, Mengjie ZhangPages: 1689 - 170312) Exact and Metaheuristic Algorithms for Variable ReductionAuthor(s): Aijuan Song, Guohua Wu, Ling Zhou, Ling Wang, Witold PedryczPages: 1704 - 171813) A Multiform Evolutionary Search Paradigm for Bilevel Multiobjective OptimizationAuthor(s): Yinglan Feng, Liang Feng, Sam Kwong, Kay Chen TanPages: 1719 - 173214) Multitask Evolution Strategy With Knowledge-Guided External SamplingAuthor(s): Yanchi Li, Wenyin Gong, Shuijia LiPages: 1733 - 174515) Compromising Pareto-Optimality With Regularity in Platform-Based Multiobjective OptimizationAuthor(s): Ritam Guha, Kalyanmoy DebPages: 1746 - 176016) Genetic Programming for Dynamic Flexible Job Shop Scheduling: Evolution With Single Individuals and EnsemblesAuthor(s): Meng Xu, Yi Mei, Fangfang Zhang, Mengjie ZhangPages: 1761 - 177517) Solution Transfer in Evolutionary Optimization: An Empirical Study on Sequential TransferAuthor(s): Xiaoming Xue, Cuie Yang, Liang Feng, Kai Zhang, Linqi Song, Kay Chen TanPages: 1776 - 179318) Sustainable Scheduling of Distributed Flow Shop Group: A Collaborative Multi-Objective Evolutionary Algorithm Driven by IndicatorsAuthor(s): Yuhang Wang, Yuyan Han, Yuting Wang, Quan-Ke Pan, Ling WangPages: 1794 - 180819) Offline Data-Driven Optimization at Scale: A Cooperative Coevolutionary ApproachAuthor(s): Yue-Jiao Gong, Yuan-Ting Zhong, Hao-Gan HuangPages: 1809 - 182320) Balancing Different Optimization Difficulty Between Objectives in Multiobjective Feature SelectionAuthor(s): Zhenshou Song, Handing Wang, Bing Xue, Mengjie ZhangPages: 1824 - 183721) Noisy Evolutionary Optimization With Application to Grid-Based Persistent MonitoringAuthor(s): Xiaoyu He, Xueyan Tang, Zibin Zheng, Yuren ZhouPages: 1838 - 185122) Evolutionary Multitasking for Multiobjective Feature Selection in ClassificationAuthor(s): Jiabin Lin, Qi Chen, Bing Xue, Mengjie ZhangPages: 1852 - 186623) Grid Classification-Based Surrogate-Assisted Particle Swarm Optimization for Expensive Multiobjective OptimizationAuthor(s): Qi-Te Yang, Zhi-Hui Zhan, Xiao-Fang Liu, Jian-Yu Li, Jun ZhangPages: 1867 - 1881

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