Kniha Statistical Physics of Spin Glasses and Information Processing Hidetoshi Nishimori

Statistical Physics of Spin Glasses and Information Processing

An Introduction

Jazyk: Angličtina
Vazba: Pevná
Dostupnost: Skladem u dodavatele
Odesíláme za 10-18 dnů
6 001
Spin glasses are magnetic materials. Statistical mechanics, a subfield of physics, has been a powerf...

Informace o knize

Jazyk
Angličtina
Vazba
Kniha - Pevná
Vydáno
2001
Stránek
256
EAN
9780198509400
ISBN
0198509405
Enbook ID
04526966
Hmotnost
485
Rozměry
161 x 242 x 18

Kompletní popis

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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