Statistical Physics of Spin Glasses and Information Processing

Name: Statistical Physics of Spin Glasses and Information Processing
Brand: Oxford University Press
SKU: 9780198509400
Price: 1356.86 RON
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An Introduction

Autor: Hidetoshi Nishimori

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Legare: Copertă tare

Editura: Oxford University Press

Disponibilitate: În depozitul extern

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Spin glasses are magnetic materials. Statistical mechanics, a subfield of physics, has been a powerf...

Informații despre carte

Autor

Hidetoshi Nishimori

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2001

Pagini

256

EAN

9780198509400

ISBN

0198509405

Enbook ID

04526966

Editura

Oxford University Press

Greutate

485

Dimensiuni

161 x 242 x 18

Descriere completă

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.

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Statistical Physics of Spin Glasses and Information Processing

An Introduction

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Descriere completă

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