SIMULATION METAMODELING AND OPTIMIZATION WITH AN ADDITIVE GLOBAL AND LOCAL GAUSSIAN PROCESS MODEL FOR STOCHASTIC SYSTEMS
Ph.D
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Language: | English |
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2017
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Online Access: | http://scholarbank.nus.edu.sg/handle/10635/135834 |
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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 |
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National University of Singapore |
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NUS Library |
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Singapore |
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ScholarBank@NUS |
language |
English |
topic |
metamodels, simulation optimization, stochastic systems, large data sets, global and local search, parallelization |
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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 |
_version_ |
1681097740289835008 |