IEEE Transactions on Evolutionary Computation, Volume 22 Issue 2, April 2018

1. Cooperative Co-Evolution-Based Design Optimization: A Concurrent Engineering Perspective

Author(s):  Xiaofen Lu; Stefan Menzel; Ke Tang; Xin Yao

Page(s): 173 - 188

2. Objective Reduction in Many-Objective Optimization: Evolutionary Multiobjective Approaches and Comprehensive Analysis

Author(s):  Yuan Yuan ; Yew-Soon Ong ; Abhishek Gupta ; Hua Xu

Page(s): 189 - 210

3. Self-Organizing Map-Based Weight Design for Decomposition-Based Many-Objective Evolutionary Algorithm

Author(s):  Fangqing Gu ; Yiu-Ming Cheung

Page(s): 211 - 225

4. On Tchebycheff Decomposition Approaches for Multiobjective Evolutionary Optimization

Author(s):  Xiaoliang Ma ; Qingfu Zhang ; Guangdong Tian ; Junshan Yang ; Zexuan Zhu

Page(s): 226 - 244

5. Quality and Diversity Optimization: A Unifying Modular Framework

Author(s):  Antoine Cully ; Yiannis Demiris

Page(s): 245 - 259

6. A Framework for Large-Scale Multiobjective Optimization Based on Problem Transformation

Author(s):  Heiner Zille ; Hisao Ishibuchi ; Sanaz Mostaghim ; Yusuke Nojima

Page(s): 260 - 275

7. A Review on Bilevel Optimization: From Classical to Evolutionary Approaches and Applications

Author(s):  Ankur Sinha ; Pekka Malo ; Kalyanmoy Deb

Page(s): 276 - 295

8. Scalarizing Functions in Decomposition-Based Multiobjective Evolutionary Algorithms

Author(s):  Shouyong Jiang ; Shengxiang Yang ; Yong Wang ; Xiaobin Liu

Page(s): 296 - 313

9. Evolution of Repertoire-Based Control for Robots With Complex Locomotor Systems

Author(s):  Miguel Duarte ; Jorge Gomes ; Sancho Moura Oliveira ; Anders Lyhne Christensen

Page(s): 314 - 328