Statistical Physics of Spin Glasses and Information Processing: An Introduction (International Series of Monographs on Physics)

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9780198509417: Statistical Physics of Spin Glasses and Information Processing: An Introduction (International Series of Monographs on Physics)

The present book provides the reader with a general perspective of an interdisciplinary field between statistical physics and information sciences/engineering. It is virtually the only book on the subject, except for a collection of papers published fourteen years ago. The field is expanding quite rapidly, and this self-contained presentation may be expected to acquire a wide audience in physics and engineering.

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About the Author:

Professor Hidetoshi Nishimori, Department of Physics, Tokyo Institute of Technology, Oh-okayama, Meguro-ku, Tokyo 152-8551, Japan, Tel.: +81/3/57342488, Fax: +81/3/57342719, email: nishi@stat.phys.titech.ac.jp

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"Assuming only general knowledge of statistical mechanics and basic probability theory, Nishimori (physics, Tokyo Institute of Technology, Japan) reviews recent developments in error-correcting codes, image restoration, neural networks, and optimization problems. He provides a unified viewpoint traversing several different research fields with the replica methods as the common language, which emerged from the spin glass theory. The spin glass theory itself is addressed in the first part, followed by statistical-mechanical approaches to information processing problems."--SciTech Book News


"One of the principal purposes of this book is to elucidate some of the important recent developments in these interdisciplinary directions, such as error-correcting codes, image restoration, neural networks, and optimization problems."--Mathematical Reviews


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Book Description Oxford University Press, United Kingdom, 2001. Paperback. Book Condition: New. New.. Language: English . Brand New Book ***** Print on Demand *****. 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. Bookseller Inventory # AAV9780198509417

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Book Description Oxford University Press, United Kingdom, 2001. Paperback. Book Condition: New. New.. Language: English . Brand New Book ***** Print on Demand *****.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. Bookseller Inventory # AAV9780198509417

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Book Description OUP Oxford. Paperback. Book Condition: New. 256 pages. Dimensions: 9.0in. x 6.2in. x 0.6in.The present book provides the reader with a general perspective of an interdisciplinary field between statistical physics and information sciencesengineering. It is virtually the only book on the subject, except for a collection of papers published fourteen years ago. The field is expanding quite rapidly, and this self-contained presentation may be expected to acquire a wide audience in physics and engineering. This item ships from multiple locations. Your book may arrive from Roseburg,OR, La Vergne,TN. Paperback. Bookseller Inventory # 9780198509417

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