Goal-directed multimodal multi-objective evolutionary algorithm converging on population derivation

•A goal-directed algorithmic framework is proposed and divided into three stages: the convergence stage, the population derivation stage, and the diversity maintenance stage. These three stages work together under the guidance of clear objectives.•A novel population derivation strategy is proposed t...

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Bibliographic Details

Published in:	Swarm and evolutionary computation Vol. 92; p. 101796
Main Authors:	Deng, Shaobo, Liu, Hangyu, Cheng, Kaixin, Xu, Jinyu, Li, Min, Rao, Hua
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 01.02.2025
Subjects:	Equivalent Pareto-optimal solution sets Multimodal multi-objective evolutionary algorithms Multimodal multi-objective optimization problem Population Derivation Multimodal multi-objective optimization problem Population Derivation Multimodal multi-objective evolutionary algorithms Equivalent Pareto-optimal solution sets
ISSN:	2210-6502
Online Access:	Get full text
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