R2-Based Hypervolume Contribution Approximation

In this letter, a new hypervolume contribution approximation method is proposed which is formulated as an R2 indicator. The basic idea of the proposed method is to use different line segments only in the hypervolume contribution region for the hypervolume contribution approximation. Comparing with a...

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Vydané v:	IEEE transactions on evolutionary computation Ročník 24; číslo 1; s. 185 - 192
Hlavní autori:	Shang, Ke, Ishibuchi, Hisao, Ni, Xizi
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	New York IEEE 01.02.2020 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Predmet:	Approximation Approximation methods Evolutionary multiobjective optimization (EMO) hypervolume contribution Indexes Methods Monte Carlo methods Monte Carlo simulation Nickel Optimization R2 indicator Sociology
ISSN:	1089-778X, 1941-0026
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