Statistical mechanics of disordered systems : a mathematical perspective / Anton Bovier.

By:

Bovier, Anton, 1957-

Material type: Text

TextSeries: Cambridge series on statistical and probabilistic mathematics ; 18.Publication details: Cambridge, UK : Cambridge University Press, 2006.Description: 1 online resource (xiv, 312 pages) : illustrationsContent type:

text

Media type:

computer

Carrier type:

online resource

ISBN:

0511167695
9780511167690
0521849918
9780521849913
9780511169113
0511169116
0511168233
9780511168239
0511168683
9780511168680
9786610480050
6610480052
9780511616808
0511616805
9781107405332
1107405335
1107153433
9781107153431
0511314558
9780511314551

Subject(s): Genre/Form:

Electronic books.

Additional physical formats: Print version:: Statistical mechanics of disordered systems.DDC classification:

519.5 22

LOC classification:

QC174.8 .B67 2006eb

Online resources:

Click here to access online

Contents:

Cover; Half-title; Series-title; Title; Copyright; Dedication; Contents; Preface; Nomenclature; 1 Introduction; 2 Principles of statistical mechanics; 3 Lattice gases and spin systems; 4 The Gibbsian formalism for lattice spin systems; 5 Cluster expansions; 6 Gibbsian formalism and metastates; 7 The random-field Ising model; 8 Disordered mean-field models; 9 The random energy model; 10 Derrida's generalized random energy models; 11 The SK models and the Parisi solution; 12 Hopfield models; 13 The number partitioning problem; References; Index.

Summary: A self-contained graduate-level introduction to the statistical mechanics of disordered systems. In three parts, the book treats basic statistical mechanics; disordered lattice spin systems; and latest developments in the mathematical understanding of mean-field spin glass models. It assumes basic knowledge of classical physics and working knowledge of graduate-level probability theory.

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Includes bibliographical references (pages 297-308) and index.

A self-contained graduate-level introduction to the statistical mechanics of disordered systems. In three parts, the book treats basic statistical mechanics; disordered lattice spin systems; and latest developments in the mathematical understanding of mean-field spin glass models. It assumes basic knowledge of classical physics and working knowledge of graduate-level probability theory.