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Title: STATISTICAL PHYSICS OF SPIN GLASSES AND INFORMATION PROCESSING
AN INTRODUCTION
By: Hidetoshi Nishimori
Format: Paperback

List price: £96.00
Our price: £84.00
Discount:
12.5% off
You save: £12.00
ISBN 10: 0198509413
ISBN 13: 9780198509417
Availability: Usually dispatched within 1-3 weeks.
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Publisher: OXFORD UNIVERSITY PRESS
Pub. date: 19 July, 2001
Series: International Series of Monographs on Physics 111
Pages: 256
Description: This superb book provides the reader with a general perspective of an interdisciplinary field between statistical physics and information sciences/engineering. It is effectively the only book on the subject, aside from a collection of papers published fourteen years ago. The field is a rapidly expanding one and this self-contained presentation will be sure to acquire a wide audience in physics and engineering.
Synopsis: 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.
Illustrations: numerous line figures, 2 halftones
Publication: UK
Imprint: Clarendon Press
Returns: Returnable
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