A dynamic task-assisted constrained multimodal multi-objective optimization algorithm based on reinforcement learning

•A dynamic task-assisted method is designed to solve constrained multimodal problems.•Three auxiliary tasks evolve cooperatively.•Dynamic selection of auxiliary tasks with reinforcement learning.•A new indicator for integrated evaluation of the quality of solutions is designed. Constrained multimoda...

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Bibliographic Details

Published in:	Swarm and evolutionary computation Vol. 98; p. 102087
Main Authors:	Wang, Zheng, Ye, Qianlin, Wang, Wanliang, Li, Guoqing, Dai, Rui
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 01.10.2025
Subjects:	Constrained multimodal optimization Evolutionary algorithms Muti-task Reinforcement learning Evolutionary algorithms Muti-task Constrained multimodal optimization Reinforcement learning
ISSN:	2210-6502
Online Access:	Get full text
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