A Constrained Multiobjective Evolutionary Algorithm With Detect-and-Escape Strategy

Overall constraint violation functions are commonly used in multiobjective evolutionary algorithms (MOEAs) for handling constraints. Constraints could cause these algorithms stuck in two stagnation states: 1) since the feasible region of a multiobjective optimization problem can consist of several d...

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Bibliographic Details
Published in:	IEEE transactions on evolutionary computation Vol. 24; no. 5; pp. 938 - 947
Main Authors:	Zhu, Qingling, Zhang, Qingfu, Lin, Qiuzhen
Format:	Journal Article
Language:	English
Published:	New York IEEE 01.10.2020 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Constraint handling Constraint handling technique (CHT) Constraints Evolutionary algorithms Evolutionary computation Genetic algorithms MOEA/D multiobjective optimization Multiple objective analysis Optimization Pareto optimization Searching Sociology Stagnation Statistics Strategy Urban areas
ISSN:	1089-778X, 1941-0026
Online Access:	Get full text
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