IEEE Transaction on Evolutionary Computation, Volume 26, Issue 1, February 2022

1) A Visualizable Test Problem Generator for Many-Objective Optimization

Author(s): Jonathan E. Fieldsend;Tinkle Chugh;Richard Allmendinger;Kaisa Miettinen

Pages: 1 - 11

2) A Review on Convolutional Neural Network Encodings for Neuroevolution

Author(s): Gustavo-Adolfo Vargas-Hákim;Efrén Mezura-Montes;Héctor-Gabriel Acosta-Mesa

Pages: 12 - 27

3) CoEA: A Cooperative–Competitive Evolutionary Algorithm for Bidirectional Recommendations

Author(s): Hongke Zhao;Xinpeng Wu;Chuang Zhao;Lei Zhang;Haiping Ma;Fan Cheng

Pages: 28 - 42

4) Novel Random Key Encoding Schemes for the Differential Evolution of Permutation Problems

Author(s): Pavel Krömer;Vojtěch Uher;Václav Snášel

Pages: 43 - 57

5) Searching for Robustness Intervals in Evolutionary Robust Optimization

Author(s): Wei Du;Wenjiang Song;Yang Tang;Yaochu Jin;Feng Qian

Pages: 58 - 72

6) Genetic Programming With Niching for Uncertain Capacitated Arc Routing Problem

Author(s): Shaolin Wang;Yi Mei;Mengjie Zhang;Xin Yao

Pages: 73 - 87

7) Growing and Evolving 3-D Prints

Author(s): Jon Mccormack;Camilo Cruz Gambardella

Pages: 88 - 99

8) Elite Archive-Assisted Adaptive Memetic Algorithm for a Realistic Hybrid Differentiation Flowshop Scheduling Problem

Author(s): Guanghui Zhang;Xuejiao Ma;Ling Wang;Keyi Xing

Pages: 100 - 114

9) Transfer Learning-Based Parallel Evolutionary Algorithm Framework for Bilevel Optimization

Author(s): Lei Chen;Hai-Lin Liu;Kay Chen Tan;Ke Li

Pages: 115 - 129

10) Evolutionary Machine Learning With Minions: A Case Study in Feature Selection

Author(s): Nick Zhang;Abhishek Gupta;Zefeng Chen;Yew-Soon Ong

Pages: 130 - 144

11) Self-Adjusting Multitask Particle Swarm Optimization

Author(s): Honggui Han;Xing Bai;Huayun Han;Ying Hou;Junfei Qiao

Pages: 145 - 158

12) Expensive Multiobjective Evolutionary Optimization Assisted by Dominance Prediction

Author(s): Yuan Yuan;Wolfgang Banzhaf

Pages: 159 - 173

13) Frames-of-Reference-Based Learning: Overcoming Perceptual Aliasing in Multistep Decision-Making Tasks

Author(s): Abubakar Siddique;Will N. Browne;Gina M. Grimshaw

Pages: 174 - 187

14) A Scalable Many-Objective Pathfinding Benchmark Suite

Author(s): Jens Weise;Sanaz Mostaghim

Pages: 188 - 194