The Cross-Entropy Method: A Unified Approach to Combinatorial Optimization, Monte-Carlo Simulation and Machine Learning - Information Science and Statistics - Reuven Y. Rubinstein - Books - Springer-Verlag New York Inc. - 9781441919403 - December 12, 2011
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The Cross-Entropy Method: A Unified Approach to Combinatorial Optimization, Monte-Carlo Simulation and Machine Learning - Information Science and Statistics Softcover reprint of the original 1st ed. 2004 edition

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Rubinstein is the pioneer of the well-known score function and cross-entropy methods. Accessible to a broad audience of engineers, computer scientists, mathematicians, statisticians and in general anyone, theorist and practitioner, who is interested in smart simulation, fast optimization, learning algorithms, and image processing.


324 pages, black & white illustrations

Media Books     Paperback Book   (Book with soft cover and glued back)
Released December 12, 2011
ISBN13 9781441919403
Publishers Springer-Verlag New York Inc.
Pages 301
Dimensions 156 × 235 × 23 mm   ·   453 g
Language English