An evolutionary constrained multi-objective optimization algorithm with parallel evaluation strategy

An evolutionary constrained multi-objective optimization algorithm with parallel evaluation strategy

This paper proposes an improved evolutionary algorithm with parallel evaluation strategy (EAPES) for solving constrained multi-objective optimization problems (CMOPs) efficiently. EAPES stores feasible solutions and infeasible solution separately in different populations, and evaluates infeasible so...

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Bibliographic Details
Main Authors: Koji SHIMOYAMA, Taiga KATO
Format: Article
Language:English
Published: The Japan Society of Mechanical Engineers 2017-10-01
Series:Journal of Advanced Mechanical Design, Systems, and Manufacturing
Subjects:
multi-objective optimization
constraint handling
evolutionary algorithm
parallel evaluation strategy
penalty-based boundary intersection
Online Access:https://www.jstage.jst.go.jp/article/jamdsm/11/5/11_2017jamdsm0051/_pdf/-char/en

Internet

https://www.jstage.jst.go.jp/article/jamdsm/11/5/11_2017jamdsm0051/_pdf/-char/en

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