Handbook of Simulation Optimization

The Handbook of Simulation Optimization presents an overview of the state of the art of simulation optimization, providing a survey of the most well-established approaches for optimizing stochastic simulation models and a sampling of recent research advances in theory and methodology. Leading contri...

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Tác giả chính:	Fu, Michael C
Định dạng:	Sách
Ngôn ngữ:	English
Được phát hành:	Springer 2015
Những chủ đề:	Simulation methods Mathematical optimization Stochastic processes
Truy cập trực tuyến:	https://scholar.dlu.edu.vn/thuvienso/handle/DLU123456789/57918
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id	oai:scholar.dlu.edu.vn:DLU123456789-57918
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spelling	oai:scholar.dlu.edu.vn:DLU123456789-579182023-11-11T05:54:33Z Handbook of Simulation Optimization Fu, Michael C Simulation methods Mathematical optimization Stochastic processes The Handbook of Simulation Optimization presents an overview of the state of the art of simulation optimization, providing a survey of the most well-established approaches for optimizing stochastic simulation models and a sampling of recent research advances in theory and methodology. Leading contributors cover such topics as discrete optimization via simulation, ranking and selection, efficient simulation budget allocation, random search methods, response surface methodology, stochastic gradient estimation, stochastic approximation, sample average approximation, stochastic constraints, variance reduction techniques, model-based stochastic search methods and Markov decision processes. 2015-09-01T09:00:46Z 2015-09-01T09:00:46Z 2015 Book 978-1-4939-1384-8 https://scholar.dlu.edu.vn/thuvienso/handle/DLU123456789/57918 en application/pdf Springer
institution	Thư viện Trường Đại học Đà Lạt
collection	Thư viện số
language	English
topic	Simulation methods Mathematical optimization Stochastic processes
spellingShingle	Simulation methods Mathematical optimization Stochastic processes Fu, Michael C Handbook of Simulation Optimization
description	The Handbook of Simulation Optimization presents an overview of the state of the art of simulation optimization, providing a survey of the most well-established approaches for optimizing stochastic simulation models and a sampling of recent research advances in theory and methodology. Leading contributors cover such topics as discrete optimization via simulation, ranking and selection, efficient simulation budget allocation, random search methods, response surface methodology, stochastic gradient estimation, stochastic approximation, sample average approximation, stochastic constraints, variance reduction techniques, model-based stochastic search methods and Markov decision processes.
format	Book
author	Fu, Michael C
author_facet	Fu, Michael C
author_sort	Fu, Michael C
title	Handbook of Simulation Optimization
title_short	Handbook of Simulation Optimization
title_full	Handbook of Simulation Optimization
title_fullStr	Handbook of Simulation Optimization
title_full_unstemmed	Handbook of Simulation Optimization
title_sort	handbook of simulation optimization
publisher	Springer
publishDate	2015
url	https://scholar.dlu.edu.vn/thuvienso/handle/DLU123456789/57918
_version_	1782543223962468352

Handbook of Simulation Optimization

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