IEEE Transactions on Evolutionary Computation; Volume 25, Number 4, August 2021

1) A Survey of Evolutionary Continuous Dynamic Optimization Over Two Decades—Part A

Author(s): Danial Yazdani; Ran Cheng; Donya Yazdani; Jürgen Branke; Yaochu Jin; Xin Yao

Pages: 609-629

2) A Survey of Evolutionary Continuous Dynamic Optimization Over Two Decades—Part B

Author(s): Danial Yazdani; Ran Cheng; Donya Yazdani; Jürgen Branke; Yaochu Jin; Xin Yao 

Pages: 630-650

3) Surrogate-Assisted Evolutionary Multitask Genetic Programming for Dynamic Flexible Job Shop Scheduling

Author(s): Fangfang Zhang; Yi Mei; Su Nguyen; Mengjie Zhang; Kay Chen Tan

Pages: 651-665

4) Learning Adaptive Differential Evolution Algorithm From Optimization Experiences by Policy Gradient

Author(s): Jianyong Sun; Xin Liu; Thomas Bäck; Zongben Xu

Pages: 666-680

5) On the Effect of the Cooperation of Indicator-Based Multiobjective Evolutionary Algorithms

Author(s): Jesús Guillermo Falcón-Cardona; Hisao Ishibuchi; Carlos A. Coello Coello; Michael Emmerich

Pages: 681-695

6) Analysis of Evolutionary Algorithms on Fitness Function With Time-Linkage Property

Author(s): Weijie Zheng; Huanhuan Chen; Xin Yao 

Pages: 696-709

7) Ensemble of Dynamic Resource Allocation Strategies for Decomposition-Based Multiobjective Optimization

Author(s): Jiajun Zhou; Liang Gao; Xinyu Li

Pages: 710-723

8) Large-Scale Evolutionary Multiobjective Optimization Assisted by Directed Sampling

Author(s): Shufen Qin; Chaoli Sun; Yaochu Jin; Ying Tan; Jonathan Fieldsend

Pages: 724-738

9) A Dual-Population-Based Evolutionary Algorithm for Constrained Multiobjective Optimization

Author(s): Mengjun Ming; Anupam Trivedi; Rui Wang; Dipti Srinivasan; Tao Zhang

Pages: 739-753

10) Two-Stage Double Niched Evolution Strategy for Multimodal Multiobjective Optimization

Author(s): Kai Zhang; Chaonan Shen; Gary G. Yen; Zhiwei Xu; Juanjuan He

Pages: 754-768

 

11) Multiple Penalties and Multiple Local Surrogates for Expensive Constrained Optimization

Author(s): Genghui Li; Qingfu Zhang

Pages: 769-778

12) Region Encoding Helps Evolutionary Computation Evolve Faster: A New Solution Encoding Scheme in Particle Swarm for Large-Scale Optimization

Author(s): Jun-Rong Jian; Zong-Gan Chen; Zhi-Hui Zhan; Jun Zhang

Pages: 779-793

 

13) Dual-Surrogate-Assisted Cooperative Particle Swarm Optimization for Expensive Multimodal Problems

Author(s): Xinfang Ji; Yong Zhang; Dunwei Gong; Xiaoyan Sun

Pages: 794-808