Constrained Multiobjective Optimization: Test Problem Construction and Performance Evaluations

Constrained multiobjective optimization abounds in practical applications and is gaining growing attention in the evolutionary computation community. Artificial test problems are critical to the progress in this research area. Nevertheless, many of them lack important characteristics, such as scalab...

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Bibliographic Details
Published in:	IEEE transactions on evolutionary computation Vol. 25; no. 1; pp. 172 - 186
Main Authors:	Zhou, Yuren, Xiang, Yi, He, Xiaoyu
Format:	Journal Article
Language:	English
Published:	New York IEEE 01.02.2021 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Algorithms Benchmark testing Constraint optimization Constraints Convergence Evolutionary algorithms Evolutionary computation Hardness Hyperspaces local search Maintenance engineering multi/many-objective optimization Multiple objective analysis Optimization Pareto optimization Performance evaluation Shape
ISSN:	1089-778X, 1941-0026
Online Access:	Get full text
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