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Presenting and developing the theory of spin glasses as a prototype for complex systems, this book is a rigorous and up-to-date introduction to their properties. The book combines a mathematical description with a physical insight of spin glass models. Topics covered include the physical origins of those models and their treatment with replica theory; mathematical properties like correlation inequalities and their use in the thermodynamic limit theory; main exact solutions of the mean field models and their probabilistic structures; and the theory of the structural properties of the spin glass phase such as stochastic stability and the overlap identities. Finally, a detailed account is given of the recent numerical simulation results and properties, including overlap equivalence, ultrametricity and decay of correlations. The book is ideal for mathematical physicists and probabilists working in disordered systems.Read more
- Includes an introduction on basic spin glass properties as well as the necessary probabilistic tools for rigorous results
- Presents a mathematical exposition for physicists and gives mathematicians an insight into the origins of the theory
- Features both classical results and results from recent breakthroughs, theories and simulations
Reviews & endorsements
"This is a dense and concise review about a large spectrum of topics, related to equilibrium statistical mechanics of disordered systems, in particular spin glasses, on which the Authors have given recent relevant contribution … rigorous, but quite simple, with complete details filled in great clarity."
Journal of Statistical Physics
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- Date Published: November 2012
- format: Hardback
- isbn: 9780521763349
- length: 217 pages
- dimensions: 252 x 179 x 11 mm
- weight: 0.55kg
- contains: 18 b/w illus.
- availability: In stock
Table of Contents
1. Origins, models and motivations
2. Correlation inequalities
3. The infinite-volume limit
4. Exact result for mean field models
5. Spin glass identities
6. Numerical simulations
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