SIMULATION METAMODELING AND OPTIMIZATION WITH GAUSSIAN PROCESS MODELS UNDER INPUT UNCERTAINTY

Ph.D

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Bibliographic Details
Main Author:	WANG HAOWEI
Other Authors:	INDUSTRIAL SYSTEMS ENGINEERING & MGT
Format:	Theses and Dissertations
Language:	English
Published:	2021
Subjects:	Gaussian process, input uncertainty, simulation metamodeling, simulation optimization, Eﬃcient Global Optimization, bayesian approach
Online Access:	https://scholarbank.nus.edu.sg/handle/10635/186847
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Institution:	National University of Singapore
Language:	English

id	sg-nus-scholar.10635-186847
record_format	dspace
spelling	sg-nus-scholar.10635-1868472021-03-01T13:14:37Z SIMULATION METAMODELING AND OPTIMIZATION WITH GAUSSIAN PROCESS MODELS UNDER INPUT UNCERTAINTY WANG HAOWEI INDUSTRIAL SYSTEMS ENGINEERING & MGT Szu Hui Ng Gaussian process, input uncertainty, simulation metamodeling, simulation optimization, Eﬃcient Global Optimization, bayesian approach Ph.D DOCTOR OF PHILOSOPHY (FOE) 2021-02-28T18:00:53Z 2021-02-28T18:00:53Z 2020-08-17 Thesis WANG HAOWEI (2020-08-17). SIMULATION METAMODELING AND OPTIMIZATION WITH GAUSSIAN PROCESS MODELS UNDER INPUT UNCERTAINTY. ScholarBank@NUS Repository. https://scholarbank.nus.edu.sg/handle/10635/186847 en
institution	National University of Singapore
building	NUS Library
continent	Asia
country	Singapore Singapore
content_provider	NUS Library
collection	ScholarBank@NUS
language	English
topic	Gaussian process, input uncertainty, simulation metamodeling, simulation optimization, Eﬃcient Global Optimization, bayesian approach
spellingShingle	Gaussian process, input uncertainty, simulation metamodeling, simulation optimization, Eﬃcient Global Optimization, bayesian approach WANG HAOWEI SIMULATION METAMODELING AND OPTIMIZATION WITH GAUSSIAN PROCESS MODELS UNDER INPUT UNCERTAINTY
description	Ph.D
author2	INDUSTRIAL SYSTEMS ENGINEERING & MGT
author_facet	INDUSTRIAL SYSTEMS ENGINEERING & MGT WANG HAOWEI
format	Theses and Dissertations
author	WANG HAOWEI
author_sort	WANG HAOWEI
title	SIMULATION METAMODELING AND OPTIMIZATION WITH GAUSSIAN PROCESS MODELS UNDER INPUT UNCERTAINTY
title_short	SIMULATION METAMODELING AND OPTIMIZATION WITH GAUSSIAN PROCESS MODELS UNDER INPUT UNCERTAINTY
title_full	SIMULATION METAMODELING AND OPTIMIZATION WITH GAUSSIAN PROCESS MODELS UNDER INPUT UNCERTAINTY
title_fullStr	SIMULATION METAMODELING AND OPTIMIZATION WITH GAUSSIAN PROCESS MODELS UNDER INPUT UNCERTAINTY
title_full_unstemmed	SIMULATION METAMODELING AND OPTIMIZATION WITH GAUSSIAN PROCESS MODELS UNDER INPUT UNCERTAINTY
title_sort	simulation metamodeling and optimization with gaussian process models under input uncertainty
publishDate	2021
url	https://scholarbank.nus.edu.sg/handle/10635/186847
_version_	1693116084287176704

SIMULATION METAMODELING AND OPTIMIZATION WITH GAUSSIAN PROCESS MODELS UNDER INPUT UNCERTAINTY

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