We found a match
Your institution may have access to this item. Find your institution then sign in to continue.
- Title
Gaussian Process Model - An Exploratory Study in the Response Surface Methodology.
- Authors
Costa, Nuno Ricardo; Lourenço, João
- Abstract
This paper explores the benefits of Gaussian process model as an alternative modeling technique for problems developed in the Response Surface Methodology framework. Three case studies with different type and number of responses were investigated, and the compromise solutions obtained with three modeling techniques were evaluated. Results provide evidences of the Gaussian process model usefulness for stochastic responses, namely, when responses are correlated. Copyright © 2015 John Wiley & Sons, Ltd.
- Subjects
GAUSSIAN processes; INFORMATION modeling; RESPONSE surfaces (Statistics); ANALYSIS of variance; STOCHASTIC analysis
- Publication
Quality & Reliability Engineering International, 2016, Vol 32, Issue 7, p2367
- ISSN
0748-8017
- Publication type
Academic Journal
- DOI
10.1002/qre.1940