A Survey on the Hypervolume Indicator in Evolutionary Multiobjective Optimization

Hypervolume is widely used as a performance indicator in the field of evolutionary multiobjective optimization (EMO). It is used not only for performance evaluation of EMO algorithms (EMOAs) but also in indicator-based EMOAs to guide the search. Since its initial proposal in the late 1990s, a wide v...

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Bibliographic Details

Published in:	IEEE transactions on evolutionary computation Vol. 25; no. 1; pp. 1 - 20
Main Authors:	Shang, Ke, Ishibuchi, Hisao, He, Linjun, Pang, Lie Meng
Format:	Journal Article
Language:	English
Published:	New York IEEE 01.02.2021 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Algorithms Approximation methods Convergence Evolutionary algorithms hypervolume contribution hypervolume indicator many-objective optimization multiobjective optimization Multiple objective analysis Optimization Performance evaluation Proposals Sociology Statistics
ISSN:	1089-778X, 1941-0026
Online Access:	Get full text
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