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Entropy, Large Deviations, and Statistical Mechanics (Classics in Mathematics)

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Synopses & Reviews

Publisher Comments:

From the reviews:
"... Besides the fact that the author's treatment of large deviations is a nice contribution to the literature on the subject, his book has the virue that it provides a beautifully unified and mathematically appealing account of certain aspects of statistical mechanics. ... Furthermore, he does not make the mistake of assuming that his mathematical audience will be familiar with the physics and has done an admireable job of explaining the necessary physical background. Finally, it is clear that the author's book is the product of many painstaking hours of work; and the reviewer is confident that its readers will benefit from his efforts." D. Stroock in Mathematical Reviews 1985
"... Each chapter of the book is followed by a notes section and by a problems section. There are over 100 problems, many of which have hints. The book may be recommended as a text, it provides a completly self-contained reading ..." S. Pogosian in Zentralblatt für Mathematik 1986

Synopsis:

From the reviews: "... Each chapter of the book is followed by a notes section and by a problems section. There are over 100 problems, many of which have hints. The book may be recommended as a text, it provides a completly self-contained reading ..." --S. Pogosian in Zentralblatt für Mathematik

About the Author

Richard S. Ellis received his B.A. degree in mathematics and German literature from Harvard University in 1969 and his Ph.D. degree in mathematics from New York University in 1972. After spending three years at Northwestern University, he moved to the University of Massachusetts, Amherst, where he is a Professor in the Department of Mathematics and Statistics and Adjunct Professor in the Department of Judaic and Near Eastern Studies. His research interests in mathematics focus on the theory of large deviations and on applications to statistical mechanics and other areas. Information on his interests outside mathematics is available at http://www.math.umass.edu/~rsellis. He is Alison's husband and Melissa's and Michael's father.

Table of Contents

Large Deviations and Statistical Mechanics: Introduction to Large Deviations.- Large Deviation Property and Asymptotics of Integrals.- Large Deviations and the Discrete Ideal Gas.- Ferromagnetic Models on Z.- Magnetic Models on ZD and on the Circle. Convexity and Proofs of Large Deviation Theorems: Convex Functions and the Legendre-Fenchel Transform.- Large Deviations for Random Vectors.- Level-2 Large Deviations for I.I.D. Random Vectors.- Level-3 Large Deviations for I.I.D. Random Vectors. Appendices: Probability.- Proofs to Two Theorems in Section II.7.- Equivalent Notions of Infinite-Volume Measures for Spin Systems.- Existence of the Specific Gibbs Free Energy.

Product Details

ISBN:
9783540290599
Author:
Ellis, Richard
Publisher:
Springer
Location:
Berlin, Heidelberg
Subject:
Physics
Subject:
Statistical mechanics
Subject:
Large deviations
Subject:
Stochastic systems.
Subject:
Probability & Statistics - General
Subject:
convergence properties
Subject:
Statistics
Subject:
Probability Theory and Stochastic Processes
Subject:
Statistical Physics, Dynamical Systems and Complexity
Subject:
Physics-General
Subject:
Language, literature and biography
Subject:
Physics and Astronomy
Subject:
Distribution (Probability theory)
Copyright:
Edition Number:
1
Edition Description:
Reprint of the 1st ed. Springer-Verlag New York 1985
Series:
Classics in Mathematics
Publication Date:
January 2006
Binding:
TRADE PAPER
Language:
English
Illustrations:
Y
Pages:
382
Dimensions:
235 x 155 mm

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Related Subjects


Science and Mathematics » Mathematics » General
Science and Mathematics » Mathematics » Probability and Statistics » General
Science and Mathematics » Mathematics » Probability and Statistics » Statistics
Science and Mathematics » Physics » General

Entropy, Large Deviations, and Statistical Mechanics (Classics in Mathematics) New Trade Paper
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$77.50 In Stock
Product details 382 pages Not Avail - English 9783540290599 Reviews:
"Synopsis" by , From the reviews: "... Each chapter of the book is followed by a notes section and by a problems section. There are over 100 problems, many of which have hints. The book may be recommended as a text, it provides a completly self-contained reading ..." --S. Pogosian in Zentralblatt für Mathematik
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