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"The book is aimed at a broad audience of engineers, computer scientists, mathematicians, statisticians and in general anyone, theorist or practitioner, who is interested in fast simulation, including rare-event probability estimation, efficient combinatorial and continuous multi-extremal optimization, and machine learning algorithms."--BOOK JACKET.
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1
The cross entropy method: a unified approach to combinatorial optimization, Monte-Carlo simluation, and machine learning
2004, Springer
in English
038721240X 9780387212401
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2
The Cross-Entropy Method: A Unified Approach to Combinatorial Optimization, Monte-Carlo Simulation and Machine Learning (Information Science and Statistics)
July 28, 2004, Springer
in English
038721240X 9780387212401
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Book Details
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"The purpose of this preparatory chapter is to provide some initial background for this book, including a summary of the relevant definitions and concepts in probability, statistics, simulation and information theory."
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- Created April 29, 2008
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July 30, 2019 | Edited by MARC Bot | associate edition with work OL13631679W |
August 5, 2010 | Edited by IdentifierBot | added LibraryThing ID |
April 24, 2010 | Edited by Open Library Bot | Fixed duplicate goodreads IDs. |
April 16, 2010 | Edited by bgimpertBot | Added goodreads ID. |
April 29, 2008 | Created by an anonymous user | Imported from amazon.com record |