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The Cross-Entropy Method: A Unified Approach To Combinatorial Optimization, Monte-carlo Simulation And Machine Learning
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The Cross-Entropy Method: A Unified Approach To Combinatorial Optimization, Monte-carlo Simulation And Machine Learning - new book

ISBN: 9781441919403

This book is a comprehensive and accessible introduction to the cross-entropy (CE) method. The CE method started life around 1997 when the first author proposed an adaptive algori… More...

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The Cross-Entropy Method : A Unified Approach to Combinatorial Optimization, Monte-Carlo Simulation and Machine Learning - Dirk P. Kroese
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The Cross-Entropy Method : A Unified Approach to Combinatorial Optimization, Monte-Carlo Simulation and Machine Learning - Paperback

2011, ISBN: 1441919406

[EAN: 9781441919403], Neubuch, [SC: 0.0], [PU: Springer New York], EXCEL; MONTE-CARLOSIMULATION; ALGORITHM; ALGORITHMS; COMBINATORIALCOMPUTER; IMAGEPROCESSING; MACHINELEARNING; MODELING; … More...

NEW BOOK. Shipping costs:Versandkostenfrei. (EUR 0.00) AHA-BUCH GmbH, Einbeck, Germany [51283250] [Rating: 5 (von 5)]
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The Cross-Entropy Method A Unified Approach to Combinatorial Optimization, Monte-Carlo Simulation and Machine Learning - Kroese, Dirk P.; Rubinstein, Reuven Y.
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Kroese, Dirk P.; Rubinstein, Reuven Y.:
The Cross-Entropy Method A Unified Approach to Combinatorial Optimization, Monte-Carlo Simulation and Machine Learning - Paperback

2011

ISBN: 1441919406

Softcover reprint of the original 1st ed. 2004 Kartoniert / Broschiert Unternehmensforschung, Wahrscheinlichkeitsrechnung und Statistik, Mathematik für Informatiker, Computermodellierun… More...

Shipping costs:Versandkostenfrei innerhalb der BRD. (EUR 0.00) MARZIES.de Buch- und Medienhandel, 14621 Schönwalde-Glien
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The Cross-Entropy Method A Unified Approach to Combinatorial Optimization, Monte-Carlo Simulation and Machine Learning - Kroese, Dirk P.; Rubinstein, Reuven Y.
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Kroese, Dirk P.; Rubinstein, Reuven Y.:
The Cross-Entropy Method A Unified Approach to Combinatorial Optimization, Monte-Carlo Simulation and Machine Learning - Paperback

2011, ISBN: 1441919406

Softcover reprint of the original 1st ed. 2004 Kartoniert / Broschiert Unternehmensforschung, Wahrscheinlichkeitsrechnung und Statistik, Mathematik für Informatiker, Computermodellierun… More...

Shipping costs:Versandkostenfrei innerhalb der BRD. (EUR 0.00) MARZIES.de Buch- und Medienhandel, 14621 Schönwalde-Glien
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The Cross-Entropy Method - Dirk P. Kroese/ Reuven Y. Rubinstein
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Dirk P. Kroese/ Reuven Y. Rubinstein:
The Cross-Entropy Method - Paperback

2004, ISBN: 1441919406

The Cross-Entropy Method ab 122.99 € als Taschenbuch: A Unified Approach to Combinatorial Optimization Monte-Carlo Simulation and Machine Learning. Softcover reprint of the original 1st e… More...

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Details of the book
The Cross-Entropy Method: A Unified Approach To Combinatorial Optimization, Monte-carlo Simulation And Machine Learning
Author:
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ISBN:

9781441919403


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.

Details of the book - The Cross-Entropy Method: A Unified Approach To Combinatorial Optimization, Monte-carlo Simulation And Machine Learning


EAN (ISBN-13): 9781441919403
ISBN (ISBN-10): 1441919406
Hardcover
Paperback
Publishing year: 2011
Publisher: Springer-Verlag New York Inc.

Book in our database since 2012-03-15T09:54:06-04:00 (New York)
Detail page last modified on 2023-09-10T13:14:23-04:00 (New York)
ISBN/EAN: 9781441919403

ISBN - alternate spelling:
1-4419-1940-6, 978-1-4419-1940-3
Alternate spelling and related search-keywords:
Book author: rubinstein kroese reuven dirk, kroes
Book title: monte carlo method, simulation and the monte carlo, entropy, for and against method, unified science, rubinstein, combinatorial optimization, machine learning the approach

Information from Publisher

Author: Reuven Y. Rubinstein
Title: Information Science and Statistics; The Cross-Entropy Method - A Unified Approach to Combinatorial Optimization, Monte-Carlo Simulation and Machine Learning
Publisher: Springer; Springer US
301 Pages
Publishing year: 2011-12-12
New York; NY; US
Printed / Made in
Language: English
126,49 € (DE)

BC; Hardcover, Softcover / Informatik, EDV/Anwendungs-Software; Computermodellierung und -simulation; Verstehen; Excel; Monte-Carlo Simulation; Simulation; algorithm; algorithms; combinatorial optimization; computer; image processing; learning; machine learning; modeling; numerical methods; operations research; optimization; programming; Computer Modelling; Statistics in Engineering, Physics, Computer Science, Chemistry and Earth Sciences; Operations Research and Decision Theory; Probability and Statistics in Computer Science; Computational Intelligence; Operations Research, Management Science; Wahrscheinlichkeitsrechnung und Statistik; Unternehmensforschung; Management: Entscheidungstheorie; Mathematik für Informatiker; Künstliche Intelligenz; BB; EA

1 Preliminaries.- 2 A Tutorial Introduction to the Cross-Entropy Method.- 3 Efficient Simulation via Cross-Entropy.- 4 Combinatorial Optimization via Cross-Entropy.- 5 Continuous Optimization and Modifications.- 6 Noisy Optimization with CE.- 7 Applications of CE to COPs.- 8 Applications of CE to Machine Learning.- A Example Programs.- A.1 Rare Event Simulation.- A.2 The Max-Cut Problem.- A.3 Continuous Optimization via the Normal Distribution.- A.4 FACE.- A.5 Rosenbrock.- A.6 Beta Updating.- A.7 Banana Data.- References.
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