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Více informací o knize Statistical Physics of Spin Glasses and Information Processing

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• Anotace
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Anotace knihy

Spin glasses are magnetic materials. Statistical mechanics, a subfield of physics, has been a powerful tool to theoretically analyse various unique properties of spin glasses. A number of new analytical techniques have been developed to establish a theory of spin glasses. Surprisingly, these techniques have turned out to offer new tools and viewpoints for the understanding of information processing problems, including neural networks, error-correcting codes, image restoration, and optimization problems. This book is one of the first publications of the past ten years that provide a broad overview of this interdisciplinary field. Most of the book is written in a self-contained manner, assuming only a general knowledge of statistical mechanics and basic probability theory. It provides the reader with a sound introduction to the field and to the analytical techniques necessary to follow its most recent developments.

Parametry knihy

Zařazení knihy Knihy v angličtině Mathematics & science Physics Materials / States of matter

• Plný název: Statistical Physics of Spin Glasses and Information Processing
• Podnázev: An Introduction
• Autor: Hidetoshi Nishimori
• Jazyk: Angličtina
• Vazba: Brožovaná
• Počet stran: 256
• EAN: 9780198509417
• ISBN: 0198509413
• ID: 04526967
• Nakladatelství: Oxford University Press
• Hmotnost: 378 g
• Rozměry: 236 × 157 × 15 mm
• Datum vydání: 19. July 2001

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