Statistical Mechanics of Disordered Systems
A Mathematical Perspective
£46.99
Part of Cambridge Series in Statistical and Probabilistic Mathematics
- Author: Anton Bovier, Technische Universität Berlin and Weierstraβ-Institut für Angewandte Analysis und Stochastik
- Date Published: July 2012
- availability: Available
- format: Paperback
- isbn: 9781107405332
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This self-contained book is a graduate-level introduction for mathematicians and for physicists interested in the mathematical foundations of the field, and can be used as a textbook for a two-semester course on mathematical statistical mechanics. It assumes only basic knowledge of classical physics and, on the mathematics side, a good working knowledge of graduate-level probability theory. The book starts with a concise introduction to statistical mechanics, proceeds to disordered lattice spin systems, and concludes with a presentation of the latest developments in the mathematical understanding of mean-field spin glass models. In particular, progress towards a rigorous understanding of the replica symmetry-breaking solutions of the Sherrington-Kirkpatrick spin glass models, due to Guerra, Aizenman-Sims-Starr and Talagrand, is reviewed in some detail.
Read more- Comprehensive introduction to an active and fascinating area of research
- Clear exposition that builds to the state of the art in the mathematics of spin glasses
- Written by a well-known and active researcher in the field
Reviews & endorsements
'… a graduate-level introduction for mathematicians and physicists in the mathematical foundations of the field, and can be used as a textbook for a two-semester course on mathematical statistical mechanics. It assumes only some basic knowledge of classical physics; on the mathematics side, the reader should have a good working knowledge of graduate level probability theory.' L'enseignement mathematique
See more reviews'Bovier's book contains a huge amount of material on statistical mechanics of disordered systems, arranged in a coherent way. The results are fascinating and the mathematics beautiful and deep. The wealth of ideas is enormous. This book constitutes a very complete and comprehensive treatise on the analysis of disordered systems. It is an indispensable reference in the field and it is suitable as well for advanced graduate courses. There is no doubt that this book will be influential.' MathSciNet
'…the value and usefulness of the book by A. Bovier for anyone interested in the rigourous theory of disordered (spin) systems can be hardly overestimated.' Journal of Statistical Physics
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×Product details
- Date Published: July 2012
- format: Paperback
- isbn: 9781107405332
- length: 328 pages
- dimensions: 254 x 178 x 17 mm
- weight: 0.57kg
- availability: Available
Table of Contents
Preface
Part I. Statistical Mechanics:
1. Introduction
2. Principles of statistical mechanics
3. Lattice gases and spin systems
4. Gibbsian formalism
5. Cluster expansions
Part II. Disordered Systems: Lattice Models:
6. Gibbsian formalism and metastates
7. The random field Ising model
Part III: Disordered Systems: Mean Field Models:
8. Disordered mean field models
9. The random energy model
10. Derrida's generalised random energy models
11. The SK models and the Parisi solution
12. Hopfield models
13. The number partitioning problem
Bibliography
Index of notation
Index.
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