IEEE Transactions on Evolutionary Computation, Volume 23, Issue 3, June 2019

1. Evolutionary Many-Objective Optimization Based on Dynamical Decomposition
Author(s): Xiaoyu He ; Yuren Zhou ; Zefeng Chen ; Qingfu Zhang
Pages: 361 - 375

2. Learning to Decompose: A Paradigm for Decomposition-Based Multiobjective Optimization
Author(s): Mengyuan Wu ; Ke Li ; Sam Kwong ; Qingfu Zhang ; Jun Zhang
Pages: 376 - 390

3. A Clustering-Based Evolutionary Algorithm for Many-Objective Optimization Problems
Author(s): Qiuzhen Lin ; Songbai Liu ; Ka-Chun Wong ; Maoguo Gong ; Carlos A. Coello Coello ; Jianyong Chen ; Jun Zhang
Pages: 391 - 405

4. Memetic Evolution for Generic Full-Body Inverse Kinematics in Robotics and Animation
Author(s): Sebastian Starke ; Norman Hendrich ; Jianwei Zhang
Pages: 406 - 420

5. A Survey on Cooperative Co-Evolutionary Algorithms
Author(s): Xiaoliang Ma ; Xiaodong Li ; Qingfu Zhang ; Ke Tang ; Zhengping Liang ; Weixin Xie ; Zexuan Zhu
Pages: 421 - 441

6. Data-Driven Evolutionary Optimization: An Overview and Case Studies
Author(s): Yaochu Jin ; Handing Wang ; Tinkle Chugh ; Dan Guo ; Kaisa Miettinen
Pages: 442 - 458

7. Multiobjective Infill Criterion Driven Gaussian Process-Assisted Particle Swarm Optimization of High-Dimensional Expensive Problems
Author(s): Jie Tian ; Ying Tan ; Jianchao Zeng ; Chaoli Sun ; Yaochu Jin
Pages: 459 - 472

8. Variable-Length Particle Swarm Optimization for Feature Selection on High-Dimensional Classification
Author(s): Binh Tran ; Bing Xue ; Mengjie Zhang
Pages: 473 - 487

9. Improving Generalization of Genetic Programming for Symbolic Regression With Angle-Driven Geometric Semantic Operators
Author(s): Qi Chen ; Bing Xue ; Mengjie Zhang
Pages: 488 - 502

10. Multiphase Balance of Diversity and Convergence in Multiobjective Optimization
Author(s): Haitham Seada ; Mohamed Abouhawwash ; Kalyanmoy Deb
Pages: 503 - 513

11. A Covariance Matrix Self-Adaptation Evolution Strategy for Optimization Under Linear Constraints
Author(s): Patrick Spettel ; Hans-Georg Beyer ; Michael Hellwig
Pages: 514 - 524

12. A Scalable Indicator-Based Evolutionary Algorithm for Large-Scale Multiobjective Optimization
Author(s): Wenjing Hong ; Ke Tang ; Aimin Zhou ; Hisao Ishibuchi ; Xin Yao
Pages: 525 - 537