METAMODELING AND OPTIMIZATION WITH GAUSSIAN PROCESS MODELS FOR STOCHASTIC SIMULATIONS

Ph.D

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Bibliographic Details
Main Author:	WANG SONGHAO
Other Authors:	INDUSTRIAL SYSTEMS ENGINEERING & MGT
Format:	Theses and Dissertations
Language:	English
Published:	2020
Subjects:	Gaussian process model, multi-response, stochastic metamodeling, simulation optimization, Bayesian Optimization, convergence
Online Access:	https://scholarbank.nus.edu.sg/handle/10635/165047
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Institution:	National University of Singapore
Language:	English

id	sg-nus-scholar.10635-165047
record_format	dspace
spelling	sg-nus-scholar.10635-1650472022-04-01T18:00:27Z METAMODELING AND OPTIMIZATION WITH GAUSSIAN PROCESS MODELS FOR STOCHASTIC SIMULATIONS WANG SONGHAO INDUSTRIAL SYSTEMS ENGINEERING & MGT Ng Szu Hui Gaussian process model, multi-response, stochastic metamodeling, simulation optimization, Bayesian Optimization, convergence Ph.D DOCTOR OF PHILOSOPHY (FOE) 2020-03-04T18:00:38Z 2020-03-04T18:00:38Z 2019-08-21 Thesis WANG SONGHAO (2019-08-21). METAMODELING AND OPTIMIZATION WITH GAUSSIAN PROCESS MODELS FOR STOCHASTIC SIMULATIONS. ScholarBank@NUS Repository. https://scholarbank.nus.edu.sg/handle/10635/165047 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 model, multi-response, stochastic metamodeling, simulation optimization, Bayesian Optimization, convergence
spellingShingle	Gaussian process model, multi-response, stochastic metamodeling, simulation optimization, Bayesian Optimization, convergence WANG SONGHAO METAMODELING AND OPTIMIZATION WITH GAUSSIAN PROCESS MODELS FOR STOCHASTIC SIMULATIONS
description	Ph.D
author2	INDUSTRIAL SYSTEMS ENGINEERING & MGT
author_facet	INDUSTRIAL SYSTEMS ENGINEERING & MGT WANG SONGHAO
format	Theses and Dissertations
author	WANG SONGHAO
author_sort	WANG SONGHAO
title	METAMODELING AND OPTIMIZATION WITH GAUSSIAN PROCESS MODELS FOR STOCHASTIC SIMULATIONS
title_short	METAMODELING AND OPTIMIZATION WITH GAUSSIAN PROCESS MODELS FOR STOCHASTIC SIMULATIONS
title_full	METAMODELING AND OPTIMIZATION WITH GAUSSIAN PROCESS MODELS FOR STOCHASTIC SIMULATIONS
title_fullStr	METAMODELING AND OPTIMIZATION WITH GAUSSIAN PROCESS MODELS FOR STOCHASTIC SIMULATIONS
title_full_unstemmed	METAMODELING AND OPTIMIZATION WITH GAUSSIAN PROCESS MODELS FOR STOCHASTIC SIMULATIONS
title_sort	metamodeling and optimization with gaussian process models for stochastic simulations
publishDate	2020
url	https://scholarbank.nus.edu.sg/handle/10635/165047
_version_	1729789414679248896

METAMODELING AND OPTIMIZATION WITH GAUSSIAN PROCESS MODELS FOR STOCHASTIC SIMULATIONS

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