Spin Glasses and Complexity / / Charles M. Newman, Daniel L. Stein.
Spin glasses are disordered magnetic systems that have led to the development of mathematical tools with an array of real-world applications, from airline scheduling to neural networks. Spin Glasses and Complexity offers the most concise, engaging, and accessible introduction to the subject, fully e...
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Superior document: | Title is part of eBook package: De Gruyter Princeton University Press eBook-Package Backlist 2000-2013 |
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Place / Publishing House: | Princeton, NJ : : Princeton University Press, , [2013] ©2013 |
Year of Publication: | 2013 |
Edition: | Course Book |
Language: | English |
Series: | Primers in Complex Systems ;
4 |
Online Access: | |
Physical Description: | 1 online resource (336 p.) :; 5 halftones. 48 line illus. |
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Other title: | Frontmatter -- CONTENTS -- PREFACE -- INTRODUCTION : WHY SPIN GLASSES? -- 1. ORDER, SYMMETRY, AND THE ORGANIZATION OF MATTER -- 2. GLASSES AND QUENCHED DISORDER -- 3. MAGNETIC SYSTEMS -- 4. SPINGLASSES : GENERAL FEATURES -- 5. THE INFINITE - RANGE SPIN GLASS -- 6. APPLICATIONS TO OTHER FIELDS -- 7. SHORT-RANGE SPIN GLASSES : SOME BASIC QUESTIONS -- 8. ARE SPIN GLASSES COMPLEX SYSTEMS? -- NOTES -- GLOSSARY -- BIBLIOGRAPHY -- INDEX |
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Summary: | Spin glasses are disordered magnetic systems that have led to the development of mathematical tools with an array of real-world applications, from airline scheduling to neural networks. Spin Glasses and Complexity offers the most concise, engaging, and accessible introduction to the subject, fully explaining what spin glasses are, why they are important, and how they are opening up new ways of thinking about complexity. This one-of-a-kind guide to spin glasses begins by explaining the fundamentals of order and symmetry in condensed matter physics and how spin glasses fit into--and modify--this framework. It then explores how spin-glass concepts and ideas have found applications in areas as diverse as computational complexity, biological and artificial neural networks, protein folding, immune response maturation, combinatorial optimization, and social network modeling. Providing an essential overview of the history, science, and growing significance of this exciting field, Spin Glasses and Complexity also features a forward-looking discussion of what spin glasses may teach us in the future about complex systems. This is a must-have book for students and practitioners in the natural and social sciences, with new material even for the experts. |
Format: | Mode of access: Internet via World Wide Web. |
ISBN: | 9781400845637 9783110442502 |
DOI: | 10.1515/9781400845637?locatt=mode:legacy |
Access: | restricted access |
Hierarchical level: | Monograph |
Statement of Responsibility: | Charles M. Newman, Daniel L. Stein. |