Volume 14, Issue 2

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June 2022

Thematic issue on knowledge and data driven evolutionary multi-objective optimization

Issue Editors:

Ran Cheng,
Jinliang Ding,
Wenli Du,
Yaochu Jin

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9 articles in this issue

Thematic issue on knowledge and data driven evolutionary multi-objective optimization
Ran Cheng
Jinliang Ding
Yaochu Jin
Guest Editorial 19 April 2022 Pages: 133 - 134
Handling constrained multi-objective optimization problems with heterogeneous evaluation times: proof-of-principle results
Julian Blank
Kalyanmoy Deb
Regular Research Paper 07 March 2022 Pages: 135 - 150
Constrained Multi-Objective Optimization with a Limited Budget of Function Evaluations
Roy de Winter
Philip Bronkhorst
Thomas Bäck
Regular research paper Open access 08 April 2022 Pages: 151 - 164
Solving large-scale multiobjective optimization via the probabilistic prediction model
Haokai Hong
Kai Ye
Kay Chen Tan
Regular research paper 31 January 2022 Pages: 165 - 177
A framework for expensive many-objective optimization with Pareto-based bi-indicator infill sampling criterion
Zhenshou Song
Handing Wang
Hongbin Xu
Regular research paper 27 November 2021 Pages: 179 - 191
A multiobjective memetic algorithm for integrated process planning and scheduling problem in distributed heterogeneous manufacturing systems
Qihao Liu
Xinyu Li
Guangchen Wang
Regular research paper 09 May 2022 Pages: 193 - 209
Multi-objective deep reinforcement learning for emergency scheduling in a water distribution network
Chengyu Hu
Qiuming Wang
Xuesong Yan
Regular research paper 06 May 2022 Pages: 211 - 223
Preference based multi-objective reinforcement learning for multi-microgrid system optimization problem in smart grid
Jiangjiao Xu
Ke Li
Mohammad Abusara
Regular research paper Open access 22 February 2022 Pages: 225 - 235
Adaptive multiobjective evolutionary algorithm for large-scale transformer ratio error estimation
Changwu Huang
Lianghao Li
Xin Yao
Regular research paper 04 May 2022 Pages: 237 - 251

Volume 14, Issue 2

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