IEEE Transactions on Evolutionary Computation, Volume 28, Issue 6

1) Multitask Linear Genetic Programming With Shared Individuals and Its Application to Dynamic Job Shop Scheduling

Author(s): Zhixing Huang, Yi Mei, Fangfang Zhang, Mengjie Zhang

Pages: 1546 - 1560

2) Evaluation of Frameworks That Combine Evolution and Learning to Design Robots in Complex Morphological Spaces

Author(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. Tyrrell

Pages: 1561 - 1574

3) Quality Indicators for Preference-Based Evolutionary Multiobjective Optimization Using a Reference Point: A Review and Analysis

Author(s): Ryoji Tanabe, Ke Li

Pages: 1575 - 1589

4) GPU-Based Genetic Programming for Faster Feature Extraction in Binary Image Classification

Author(s): Rui Zhang, Yanan Sun, Mengjie Zhang

Pages: 1590 - 1604

5) A Unified Innovized Progress Operator for Performance Enhancement in Evolutionary Multi- and Many-Objective Optimization

Author(s): Sukrit Mittal, Dhish Kumar Saxena, Kalyanmoy Deb, Erik D. Goodman

Pages: 1605 - 1619

6) Bi-Population-Enhanced Cooperative Differential Evolution for Constrained Large-Scale Optimization Problems

Author(s): Puyu Jiang, Jun Liu, Yuansheng Cheng

Pages: 1620 - 1632

7) Transfer-Based Particle Swarm Optimization for Large-Scale Dynamic Optimization With Changing Variable Interactions

Author(s): Xiao-Fang Liu, Zhi-Hui Zhan, Jun Zhang

Pages: 1633 - 1643

8) Cooperative Co-Evolution for Large-Scale Multiobjective Air Traffic Flow Management

Author(s): Tong Guo, Yi Mei, Ke Tang, Wenbo Du

Pages: 1644 - 1658

9) Benchmarking Analysis of Evolutionary Neural Architecture Search

Author(s): Zeqiong Lv, Chao Qian, Yanan Sun

Pages: 1659 - 1673

10) Rapidly Evolving Soft Robots via Action Inheritance

Author(s): Shulei Liu, Wen Yao, Handing Wang, Wei Peng, Yang Yang

Pages: 1674 - 1688

11) A Semantic-Based Hoist Mutation Operator for Evolutionary Feature Construction in Regression

Author(s): Hengzhe Zhang, Qi Chen, Bing Xue, Wolfgang Banzhaf, Mengjie Zhang

Pages: 1689 - 1703

12) Exact and Metaheuristic Algorithms for Variable Reduction

Author(s): Aijuan Song, Guohua Wu, Ling Zhou, Ling Wang, Witold Pedrycz

Pages: 1704 - 1718

13) A Multiform Evolutionary Search Paradigm for Bilevel Multiobjective Optimization

Author(s): Yinglan Feng, Liang Feng, Sam Kwong, Kay Chen Tan

Pages: 1719 - 1732

14) Multitask Evolution Strategy With Knowledge-Guided External Sampling

Author(s): Yanchi Li, Wenyin Gong, Shuijia Li

Pages: 1733 - 1745

15) Compromising Pareto-Optimality With Regularity in Platform-Based Multiobjective Optimization

Author(s): Ritam Guha, Kalyanmoy Deb

Pages: 1746 - 1760

16) Genetic Programming for Dynamic Flexible Job Shop Scheduling: Evolution With Single Individuals and Ensembles

Author(s): Meng Xu, Yi Mei, Fangfang Zhang, Mengjie Zhang

Pages: 1761 - 1775

17) Solution Transfer in Evolutionary Optimization: An Empirical Study on Sequential Transfer

Author(s): Xiaoming Xue, Cuie Yang, Liang Feng, Kai Zhang, Linqi Song, Kay Chen Tan

Pages: 1776 - 1793

18) Sustainable Scheduling of Distributed Flow Shop Group: A Collaborative Multi-Objective Evolutionary Algorithm Driven by Indicators

Author(s): Yuhang Wang, Yuyan Han, Yuting Wang, Quan-Ke Pan, Ling Wang

Pages: 1794 - 1808

19) Offline Data-Driven Optimization at Scale: A Cooperative Coevolutionary Approach

Author(s): Yue-Jiao Gong, Yuan-Ting Zhong, Hao-Gan Huang

Pages: 1809 - 1823

20) Balancing Different Optimization Difficulty Between Objectives in Multiobjective Feature Selection

Author(s): Zhenshou Song, Handing Wang, Bing Xue, Mengjie Zhang

Pages: 1824 - 1837

21) Noisy Evolutionary Optimization With Application to Grid-Based Persistent Monitoring

Author(s): Xiaoyu He, Xueyan Tang, Zibin Zheng, Yuren Zhou

Pages: 1838 - 1851

22) Evolutionary Multitasking for Multiobjective Feature Selection in Classification

Author(s): Jiabin Lin, Qi Chen, Bing Xue, Mengjie Zhang

Pages: 1852 - 1866

23) Grid Classification-Based Surrogate-Assisted Particle Swarm Optimization for Expensive Multiobjective Optimization

Author(s): Qi-Te Yang, Zhi-Hui Zhan, Xiao-Fang Liu, Jian-Yu Li, Jun Zhang

Pages: 1867 - 1881