A new adaptive decomposition-based evolutionary algorithm for multi- and many-objective optimization

•An adaptive decomposition approach is proposed to guide the evolution process.•A structured metric is designed to assess the quality of the candidate solutions.•The structured metric performs differently on different rank fronts.•Once a weight vector is generated, the sub-objective space is divided...

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Bibliographic Details
Published in:	Expert systems with applications Vol. 213; p. 119080
Main Authors:	Bao, Chunteng, Gao, Diju, Gu, Wei, Xu, Lihong, D.Goodman, Erik
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.03.2023
Subjects:	Adaptive decomposition Many-objective optimization Multi-objective evolutionary algorithm Pareto front Pareto front Many-objective optimization Multi-objective evolutionary algorithm Adaptive decomposition
ISSN:	0957-4174, 1873-6793
Online Access:	Get full text
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