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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Vydáno v:	Expert systems with applications Ročník 213; s. 119080
Hlavní autoři:	Bao, Chunteng, Gao, Diju, Gu, Wei, Xu, Lihong, D.Goodman, Erik
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Elsevier Ltd 01.03.2023
Témata:	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
On-line přístup:	Získat plný text
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