Stochastic Global Optimization

Stochastic Global Optimization

This book presents the main methodological and theoretical developments in stochastic global optimization. The extensive text is divided into four chapters; the topics include the basic principles and methods of global random search, statistical inference in random search, Markovian and population-b...

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Main Authors: Zhigljavsky, Anatoly, Žilinskas, Antanas
Format: Book
Language:English
Published: Springer 2017
Subjects:
Mathematics
519.6
Online Access:http://repository.vnu.edu.vn/handle/VNU_123/24623
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Institution: Vietnam National University, Hanoi
Language: English
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spelling oai:112.137.131.14:VNU_123-246232020-06-08T08:53:57Z Stochastic Global Optimization Zhigljavsky, Anatoly Žilinskas, Antanas Mathematics 519.6 This book presents the main methodological and theoretical developments in stochastic global optimization. The extensive text is divided into four chapters; the topics include the basic principles and methods of global random search, statistical inference in random search, Markovian and population-based random search methods, methods based on statistical models of multimodal functions and principles of rational decisions theory. 2017-04-05T07:51:57Z 2017-04-05T07:51:57Z 2008 Book 978-0-387-74022-5 http://repository.vnu.edu.vn/handle/VNU_123/24623 10.1007/978-0-387-74740-8 en ©2008 Springer Science+Business Media, LLC 269 p. application/pdf Springer
institution Vietnam National University, Hanoi
building VNU Library & Information Center
country Vietnam
collection VNU Digital Repository
language English
topic Mathematics
519.6
spellingShingle Mathematics
519.6
Zhigljavsky, Anatoly
Žilinskas, Antanas
Stochastic Global Optimization
description This book presents the main methodological and theoretical developments in stochastic global optimization. The extensive text is divided into four chapters; the topics include the basic principles and methods of global random search, statistical inference in random search, Markovian and population-based random search methods, methods based on statistical models of multimodal functions and principles of rational decisions theory.
format Book
author Zhigljavsky, Anatoly
Žilinskas, Antanas
author_facet Zhigljavsky, Anatoly
Žilinskas, Antanas
author_sort Zhigljavsky, Anatoly
title Stochastic Global Optimization
title_short Stochastic Global Optimization
title_full Stochastic Global Optimization
title_fullStr Stochastic Global Optimization
title_full_unstemmed Stochastic Global Optimization
title_sort stochastic global optimization
publisher Springer
publishDate 2017
url http://repository.vnu.edu.vn/handle/VNU_123/24623
_version_ 1680967086308851712

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