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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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 |