Maximum Entropy and Bayesian Methods, Ali Mohammad-Djafari; G. Demoment

Автор: Reuven Y. Rubinstein; Dirk P. Kroese
Название: The Cross-Entropy Method
ISBN: 1441919406 ISBN-13(EAN): 9781441919403
Издательство: Springer
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Цена: 20962.00 р.
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Описание: 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 algorithm for rare-event simulation using a cross-entropy minimization technique. It was soon realized that the underlying ideas had a much wider range of application than just in rare-event simulation; they could be readily adapted to tackle quite general combinatorial and multi-extremal optimization problems, including many problems associated with the field of learning algorithms and neural computation. The book is based on an advanced undergraduate course on the CE method, given at the Israel Institute of Technology (Technion) for the last three years. It is aimed at a broad audience of engineers, computer scientists, mathematicians, statisticians and in general anyone, theorist or practitioner, who is interested in smart simulation, fast optimization, learning algorithms, image processing, etc. Our aim was to write a book on the CE method which was accessible to advanced undergraduate students and engineers who simply want to apply the CE method in their work, while at the same time accentu- ating the unifying and novel mathematical ideas behind the CE method, so as to stimulate further research at a postgraduate level.

Автор: Sam Davey; Neil Gordon; Ian Holland; Mark Rutten;
Название: Bayesian Methods in the Search for MH370
ISBN: 9811003785 ISBN-13(EAN): 9789811003783
Издательство: Springer
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Описание: This book demonstrates how nonlinear/non-Gaussian Bayesian time series estimation methods were used to produce a probability distribution of potential MH370 flight paths.

Автор: C.R. Smith; G. Erickson; Paul O. Neudorfer
Название: Maximum Entropy and Bayesian Methods
ISBN: 079232031X ISBN-13(EAN): 9780792320319
Издательство: Springer
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Цена: 37874.00 р.
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Описание: Bayesian probability theory and maximum entropy methods are at the core of a view of scientific inference. This volume records the Proceedings of Eleventh Annual `Maximum Entropy` Workshop, held at Seattle University in June, 1991.

Автор: C.R. Smith; G. Erickson; Paul O. Neudorfer
Название: Maximum Entropy and Bayesian Methods
ISBN: 9048142202 ISBN-13(EAN): 9789048142200
Издательство: Springer
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Цена: 37874.00 р.
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Описание: Proceedings of the Eleventh International Workshop on Maximum Entropy and Bayesian Methods of Statistical Analysis, Seattle, 1991