IEEE Transactions on Evolutionary Computation, Volume 26, Issue 2, April 2022

1) Guest Editorial Special Issue on Multitask Evolutionary Computation

Author(s): Abhishek Gupta, Yew-Soon Ong, Kenneth A. De Jong, Mengjie Zhang

Pages: 202 - 205

2) Multitask Shape Optimization Using a 3-D Point Cloud Autoencoder as Unified Representation

Author(s): Thiago Rios, Bas van Stein, Thomas Bäck, Bernhard Sendhoff, Stefan Menzel

Pages: 206 - 217

3) Learning and Sharing: A Multitask Genetic Programming Approach to Image Feature Learning

Author(s): Ying Bi, Bing Xue, Mengjie Zhang

Pages: 218 - 232

4) Adaptive Multifactorial Evolutionary Optimization for Multitask Reinforcement Learning

Author(s): Aritz D. Martinez, Javier Del Ser, Eneko Osaba, Francisco Herrera

Pages: 233 - 247

5) A Multivariation Multifactorial Evolutionary Algorithm for Large-Scale Multiobjective Optimization

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

Pages: 248 - 262

6) An Evolutionary Multitasking Optimization Framework for Constrained Multiobjective Optimization Problems

Author(s): Kangjia Qiao, Kunjie Yu, Boyang Qu, Jing Liang, Hui Song, Caitong Yue

Pages: 263 - 277

7) Evolutionary Competitive Multitasking Optimization

Author(s): Genghui Li, Qingfu Zhang, Zhenkun Wang

Pages: 278 - 289

8) Evolutionary Multitask Optimization With Adaptive Knowledge Transfer

Author(s): Hao Xu, A. K. Qin, Siyu Xia

Pages: 290 - 303

9) Solving Multitask Optimization Problems With Adaptive Knowledge Transfer via Anomaly Detection

Author(s): Chao Wang, Jing Liu, Kai Wu, Zhaoyang Wu

Pages: 304 - 318

10) Evolutionary Many-Task Optimization Based on Multisource Knowledge Transfer

Author(s): Zhengping Liang, Xiuju Xu, Ling Liu, Yaofeng Tu, Zexuan Zhu

Pages: 319 - 333

11) Multifactorial Evolutionary Algorithm Based on Improved Dynamical Decomposition for Many-Objective Optimization Problems

Author(s): Jun Yi, Wei Zhang, Junren Bai, Wei Zhou, Lizhong Yao

Pages: 334 - 348

12) Hypervolume-Optimal μ-Distributions on Line/Plane-Based Pareto Fronts in Three Dimensions

Author(s): Ke Shang, Hisao Ishibuchi, Weiyu Chen, Yang Nan, Weiduo Liao

Pages: 349 - 363

13) Real-Time Federated Evolutionary Neural Architecture Search

Author(s): Hangyu Zhu, Yaochu Jin

Pages: 364 - 378

14) Indicator-Based Evolutionary Algorithm for Solving Constrained Multiobjective Optimization Problems

Author(s): Jiawei Yuan, Hai-Lin Liu, Yew-Soon Ong, Zhaoshui He

Pages: 379 - 391

15) A Multifidelity Approach for Bilevel Optimization With Limited Computing Budget

Author(s): Mohammad Mohiuddin Mamun, Hemant Kumar Singh, Tapabrata Ray

Pages: 392 - 399