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Statistical Physics of Spin Glasses and Information Processing: An Introduction (International Series of Monographs on Physics) - Softcover
Synopsis
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
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
"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
"About this title" may belong to another edition of this title.
- PublisherClarendon Press
- Publication date2001
- ISBN 10 0198509413
- ISBN 13 9780198509417
- BindingPaperback
- LanguageEnglish
- Edition number1
- Number of pages256
- Rating
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Statistical Physics of Spin Glasses and Information Processing An Introduction
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ISBN 13: 9780198509417
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