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...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	Applied soft computing Jg. 65; S. 462 - 477
Hauptverfasser:	Dong, Huachao, Song, Baowei, Dong, Zuomin, Wang, Peng
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier B.V 01.04.2018
Schlagworte:	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-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!