Spin Glasses and Complexity.pdf

Spin Glasses and Complexity PDF

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 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 networ 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 glass 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.

Random matrices and complexity of spin glasses — … T1 - Random matrices and complexity of spin glasses. AU - Auffinger, Antonio. AU - Arous, Gérard Ben. AU - Černý, Jiří. PY - 2013/2/1. Y1 - 2013/2/1. N2 - We give an asymptotic evaluation of the complexity of spherical p-spin spin glass models via random matrix theory. This study enables us to obtain detailed information about the bottom

7.19 MB Taille du fichier
9780691147338 ISBN
Libre PRIX
Spin Glasses and Complexity.pdf

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Notes actuelles

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Sofya Voigtuh

Spin glasses and fragile glasses: Statics, dynamics, and ...

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Mattio Müllers

Jan 1, 2016 ... Spin glasses are disordered magnetic systems that have led to the development of mathematical tools with an array of real-world applications, ...

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Noels Schulzen

Spin Glasses and Complexityoffers the most concise, engaging, and accessible introduction to the subject, 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

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Jason Leghmann

Spin glasses and complexity (Book, 2013) … 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

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Jessica Kolhmann

Spin Glasses and Biology cover ... Spin Glasses and Other Frustrated Systems ... Conflicting constraints cause a “complexity catastrophe”: as complexity ... some hypotheses drawn from the theory of spin glasses can illuminate some features ... Despite this complexity a low-energy structure in which secondary and  ...