Minimum Error Entropy Classification, Joaquim P. Marques de S?; Lu?s M.A. Silva; Jorge M
Автор: Reuven Y. Rubinstein; Dirk P. Kroese Название: The Cross-Entropy Method ISBN: 1441919406 ISBN-13(EAN): 9781441919403 Издательство: Springer Рейтинг: Цена: 20962.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
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: Axel Kleidon; Ralph D. Lorenz Название: Non-equilibrium Thermodynamics and the Production of Entropy ISBN: 3642061354 ISBN-13(EAN): 9783642061356 Издательство: Springer Рейтинг: Цена: 16977.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Title is included in the Springer Complexity programme.
Описание: Mythanksareduetothemanypeoplewhohaveassistedintheworkreported here and in the preparation of this book. The work is incomplete and this account of it rougher than it might be. Such virtues as it has owe much to others; the faults are all mine. MyworkleadingtothisbookbeganwhenDavidBoultonandIattempted to develop a method for intrinsic classi?cation. Given data on a sample from some population, we aimed to discover whether the population should be considered to be a mixture of di?erent types, classes or species of thing, and, if so, how many classes were present, what each class looked like, and which things in the sample belonged to which class. I saw the problem as one of Bayesian inference, but with prior probability densities replaced by discrete probabilities re?ecting the precision to which the data would allow parameters to be estimated. Boulton, however, proposed that a classi?cation of the sample was a way of brie?y encoding the data: once each class was described and each thing assigned to a class, the data for a thing would be partially implied by the characteristics of its class, and hence require little further description. After some weeks arguing our cases, we decided on the maths for each approach, and soon discovered they gave essentially the same results. Without Boulton s insight, we may never have made the connection between inference and brief encoding, which is the heart of this work."
Описание: to the Encyclopaedia Subseries on Operator Algebras and Non-Commutative Geometry The theory of von Neumann algebras was initiated in a series of papers by Murray and von Neumann in the 1930`s and 1940`s.
Автор: Wolfgang von der Linden; Volker Dose; Rainer Fisch Название: Maximum Entropy and Bayesian Methods Garching, Germany 1998 ISBN: 9401059829 ISBN-13(EAN): 9789401059824 Издательство: Springer Рейтинг: Цена: 20962.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Proceedings of the 18th International Workshop on Maximum Entropy and Bayesian Methods of Statistical Analysis
Автор: G. Erickson; Joshua T. Rychert; C.R. Smith Название: Maximum Entropy and Bayesian Methods ISBN: 9401061114 ISBN-13(EAN): 9789401061117 Издательство: Springer Рейтинг: Цена: 20962.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Proceedings of the 17th International Workshop on Maximum Entropy and Bayesian Methods of Statistical Analysis
Описание: The last two decades have witnessed an enormous growth with regard to ap- plications of information theoretic framework in areas of physical, biological, engineering and even social sciences. Claude Shannon in 1948 laid the foundation of the field of information theory in the context of communication theory.
Автор: J.S. Shiner Название: Entropy and Entropy Generation ISBN: 1402004168 ISBN-13(EAN): 9781402004162 Издательство: Springer Рейтинг: Цена: 11179.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Suitable for physicists, chemists, biologists and engineers, this title offers an understanding of entropy and entropy generation in both fundamental aspects and application to concrete problems. It covers such topics: as quantum thermodynamics, nonlinear processes, gravitational and irreversible thermodynamics, and more.
Автор: Tiziano Squartini; Diego Garlaschelli Название: Maximum-Entropy Networks ISBN: 3319694367 ISBN-13(EAN): 9783319694368 Издательство: Springer Рейтинг: Цена: 7685.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: A final chapter offers various overarching remarks and take-home messages.By requiring no prior knowledge of network theory, the book targets a broad audience ranging from PhD students approaching these topics for the first time to senior researchers interested in the application of advanced network techniques to their field.
Автор: Nailong Wu Название: The Maximum Entropy Method ISBN: 3642644848 ISBN-13(EAN): 9783642644849 Издательство: Springer Рейтинг: Цена: 15672.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Forty years ago, in 1957, the Principle of Maximum Entropy was first intro- duced by Jaynes into the field of statistical mechanics. As well as continuing my research in MEM after graduation, I taught a course of the same name at the Graduate School, Chinese Academy of Sciences, Beijingfrom 1987to 1990.
Автор: Mukund Rangamani; Tadashi Takayanagi Название: Holographic Entanglement Entropy ISBN: 3319525719 ISBN-13(EAN): 9783319525716 Издательство: Springer Рейтинг: Цена: 6288.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book provides a comprehensive overview of developments in the field of holographic entanglement entropy. In the first part, the concept of entanglement, and methods for computing it, in quantum field theories is reviewed.
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