Title
Fast flexible space-filling designs for nonrectangular regions Fast flexible space-filling designs for nonrectangular regions
Author
Faculty/Department
Faculty of Applied Economics
Publication type
article
Publication
Chichester ,
Subject
Economics
Mathematics
Source (journal)
Quality and reliability engineering international. - Chichester
Volume/pages
31(2015) :5 , p. 829-837
ISSN
0748-8017
ISI
000358433500010
Carrier
E
Target language
English (eng)
Full text (Publishers DOI)
Affiliation
University of Antwerp
Abstract
Space-filling designs allow for exploration of responses with many different settings for each input factor. While much research has been done using rectangular design spaces, it is not uncommon to have constraints on the design region where some combinations are impossible or undesirable to run. In this article, we present an intuitive method for quickly generating space-filling designs that have the flexibility to accommodate nonrectangular design regions. We also show that these designs perform favorably compared with other standard designs with respect to the average distance of an arbitrary point in space to the closest design point. This property holds even when the design region is rectangular. Copyright (c) 2014 John Wiley & Sons, Ltd.
E-info
https://repository.uantwerpen.be/docman/iruaauth/83b030/d65d91a5b6b.pdf
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