SCGOSR: Surrogate-based constrained global optimization using space reduction

•A multi-start constrained optimization algorithm is presented to select promising solutions.•A novel space reduction strategy is presented based on two different penalty functions.•SCGOSR makes a reasonable tradeoff between “exploitation” and “exploration” in the proposed optimization framework.•SC...

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Bibliographic Details

Published in:	Applied soft computing Vol. 65; pp. 462 - 477
Main Authors:	Dong, Huachao, Song, Baowei, Dong, Zuomin, Wang, Peng
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 01.04.2018
Subjects:	Constrained optimization Expensive black-box problems Kriging model Penalty function Space reduction Penalty function Kriging model Space reduction Expensive black-box problems Constrained optimization
ISSN:	1568-4946, 1872-9681
Online Access:	Get full text
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