The Cross-Entropy Method - 9780387212401
Un libro in lingua di Rubinstein Reuven Y. Kroese Dirk P. edito da Springer Verlag, 2004
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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.
Informazioni bibliografiche
- Titolo del Libro in lingua: The Cross-Entropy Method
- Sottotitolo: A Unified Approach To Combinatorial Optimization, Monte-Carlo Simulation, and Machine Learning
- Lingua: English
- Autori : Rubinstein Reuven Y. Kroese Dirk P.
- Editore: Springer Verlag
- Collana: Springer Verlag (Hardcover)
- Data di Pubblicazione: 30 Agosto '04
- Genere: LANGUAGE ARTS and DISCIPLINES
- Argomenti : Cross-entropy method Combinatorial optimization Monte Carlo method
- Pagine: 300
- Dimensioni mm: 234 x 158 x 19
- EAN-13: 9780387212401