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Ellis, Richard S.

Entropy, Large Deviations, and Statistical Mechanics

Ellis, Richard S. - Entropy, Large Deviations, and Statistical Mechanics, e-bok

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ISBN: 9783540290605
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Table of contents

Part I. Large Deviations and Statistical Mechanics

1. Introduction to Large Deviations
Richard S. Ellis

2. Large Deviation Property and Asymptotics of Integrals
Richard S. Ellis

3. Large Deviations and the Discrete Ideal Gas
Richard S. Ellis

4. Ferromagnetic Models on ℤ
Richard S. Ellis

5. Magnetic Models on ℤD and on the Circle
Richard S. Ellis

Part II. Convexity and Proofs of Large Deviation Theorems

6. Convex Functions and the Legendre-Fenchel Transform
Richard S. Ellis

7. Large Deviations for Random Vectors
Richard S. Ellis

8. Level-2 Large Deviations for I.I.D. Random Vectors
Richard S. Ellis

9. Level-3 Large Deviations for I.I.D. Random Vectors
Richard S. Ellis

Nyckelord: Mathematics, Probability Theory and Stochastic Processes, Complex Systems, Statistical Physics and Dynamical Systems

Författare
Utgivare
Springer
Utgivningsår
2006
Språk
en
Utgåva
1985
Serie
Classics in Mathematics
Sidantal
378 sidor
Kategori
Naturvetenskaper
Format
E-bok
eISBN (PDF)
9783540290605
Tryckt ISBN
978-3-540-29059-9

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