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portada the cross-entropy method: a unified approach to combinatorial optimization, monte-carlo simulation and machine learning
Type
Physical Book
Author
Publisher
Year
2013
Language
Inglés
Pages
301
Format
Paperback
Dimensions
23.4 x 15.6 x 1.7 cm
Weight
0.45 kg.
ISBN
1441919406
ISBN13
9781441919403
Categories

the cross-entropy method: a unified approach to combinatorial optimization, monte-carlo simulation and machine learning

Reuven Y. Rubinstein (Author) · Dirk P. Kroese (Author) · Springer · Paperback

the cross-entropy method: a unified approach to combinatorial optimization, monte-carlo simulation and machine learning - Rubinstein, Reuven Y. ; Kroese, Dirk P.

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Synopsis "the cross-entropy method: a unified approach to combinatorial optimization, monte-carlo simulation and machine learning"

The cross-entropy (CE) method is one of the most significant developments in randomized optimization and simulation in recent years. This book explains in detail how and why the CE method works. The simplicity and versatility of the method is illustrated via a diverse collection of optimization and estimation problems. The book is aimed at 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.

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