SIMULATION METAMODELING AND OPTIMIZATION WITH AN ADDITIVE GLOBAL AND LOCAL GAUSSIAN PROCESS MODEL FOR STOCHASTIC SYSTEMS

Ph.D

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Bibliographic Details
Main Author: MENG QUN
Other Authors: INDUSTRIAL SYSTEMS ENGINEERING & MGT
Format: Theses and Dissertations
Language:English
Published: 2017
Subjects:
Online Access:http://scholarbank.nus.edu.sg/handle/10635/135834
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Institution: National University of Singapore
Language: English
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spelling sg-nus-scholar.10635-1358342017-06-02T07:57:06Z SIMULATION METAMODELING AND OPTIMIZATION WITH AN ADDITIVE GLOBAL AND LOCAL GAUSSIAN PROCESS MODEL FOR STOCHASTIC SYSTEMS MENG QUN INDUSTRIAL SYSTEMS ENGINEERING & MGT NG SZU HUI metamodels, simulation optimization, stochastic systems, large data sets, global and local search, parallelization Ph.D DOCTOR OF PHILOSOPHY 2017-05-31T18:00:50Z 2017-05-31T18:00:50Z 2017-01-19 Thesis MENG QUN (2017-01-19). SIMULATION METAMODELING AND OPTIMIZATION WITH AN ADDITIVE GLOBAL AND LOCAL GAUSSIAN PROCESS MODEL FOR STOCHASTIC SYSTEMS. ScholarBank@NUS Repository. http://scholarbank.nus.edu.sg/handle/10635/135834 NOT_IN_WOS en
institution National University of Singapore
building NUS Library
country Singapore
collection ScholarBank@NUS
language English
topic metamodels, simulation optimization, stochastic systems, large data sets, global and local search, parallelization
spellingShingle metamodels, simulation optimization, stochastic systems, large data sets, global and local search, parallelization
MENG QUN
SIMULATION METAMODELING AND OPTIMIZATION WITH AN ADDITIVE GLOBAL AND LOCAL GAUSSIAN PROCESS MODEL FOR STOCHASTIC SYSTEMS
description Ph.D
author2 INDUSTRIAL SYSTEMS ENGINEERING & MGT
author_facet INDUSTRIAL SYSTEMS ENGINEERING & MGT
MENG QUN
format Theses and Dissertations
author MENG QUN
author_sort MENG QUN
title SIMULATION METAMODELING AND OPTIMIZATION WITH AN ADDITIVE GLOBAL AND LOCAL GAUSSIAN PROCESS MODEL FOR STOCHASTIC SYSTEMS
title_short SIMULATION METAMODELING AND OPTIMIZATION WITH AN ADDITIVE GLOBAL AND LOCAL GAUSSIAN PROCESS MODEL FOR STOCHASTIC SYSTEMS
title_full SIMULATION METAMODELING AND OPTIMIZATION WITH AN ADDITIVE GLOBAL AND LOCAL GAUSSIAN PROCESS MODEL FOR STOCHASTIC SYSTEMS
title_fullStr SIMULATION METAMODELING AND OPTIMIZATION WITH AN ADDITIVE GLOBAL AND LOCAL GAUSSIAN PROCESS MODEL FOR STOCHASTIC SYSTEMS
title_full_unstemmed SIMULATION METAMODELING AND OPTIMIZATION WITH AN ADDITIVE GLOBAL AND LOCAL GAUSSIAN PROCESS MODEL FOR STOCHASTIC SYSTEMS
title_sort simulation metamodeling and optimization with an additive global and local gaussian process model for stochastic systems
publishDate 2017
url http://scholarbank.nus.edu.sg/handle/10635/135834
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