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Statistical Physics of Spin Glasses and Information Processing: An Introduction (International Series of Monographs on Physics) - Hardcover
Spin glasses are magnetic materials. Statistical mechanics, a subfield of physics, has been a powerful tool to theoretically analyze various unique properties of spin glasses. This book is one of the first publications in the theoretically analyze various unique properties of spi interdisciplinary field. It provides readers with a sound introduction to the field and to the analytical techniques necessary to follow its most recent developments.
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About the Author:
"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
Professor Hidetoshi Nishimori, Department of Physics, Tokyo Institute of Technology, Oh-okayama, Meguro-ku, Tokyo 152-8551, Japan
Review:
"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
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- PublisherClarendon Press
- Publication date2001
- ISBN 10 0198509405
- ISBN 13 9780198509400
- BindingHardcover
- Edition number1
- Number of pages256
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Statistical Physics of Spin Glasses and Information Processing An Introduction 111 International Series of Monographs on Physics
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(2001)
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ISBN 13: 9780198509400
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Statistical Physics of Spin Glasses and Information Processing: An Introduction
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Statistical Physics of Spin Glasses and Information Processing An Introduction 111 International Series of Monographs on Physics
Published by
Clarendon Press
(2001)
ISBN 10: 0198509405
ISBN 13: 9780198509400
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Book Description HRD. Condition: New. New Book. Delivered from our UK warehouse in 4 to 14 business days. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. Seller Inventory # L1-9780198509400
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Statistical Physics of Spin Glasses and Information Processing (Hardcover)
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Oxford University Press, Oxford
(2001)
ISBN 10: 0198509405
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Book Description Hardcover. Condition: new. Hardcover. 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, imagerestoration, 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 aself-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 Provides the reader with a perspective of an interdisciplinary field between statistical physics and information sciences/engineering. Shipping may be from our Sydney, NSW warehouse or from our UK or US warehouse, depending on stock availability. Seller Inventory # 9780198509400
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STATISTICAL PHYSICS OF SPIN GLAS
Published by
Clarendon Press
(2001)
ISBN 10: 0198509405
ISBN 13: 9780198509400
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Book Description Condition: New. New. In shrink wrap. Looks like an interesting title! 1.1. Seller Inventory # Q-0198509405
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