This book deals with one of the fundamental problems of nonequilibrium statistical mechanics: the derivation of large scale dynamics from microscopic models consisting of a very large number of interacting particles. In this monograph the author treats various macroscopic equations, in particular th
Scaling Limits of Interacting Particle Systems
โ Scribed by Claude Kipnis, Claudio Landim (auth.)
- Publisher
- Springer-Verlag Berlin Heidelberg
- Year
- 1999
- Tongue
- English
- Leaves
- 452
- Series
- Grundlehren der mathematischen Wissenschaften 320
- Edition
- 1
- Category
- Library
No coin nor oath required. For personal study only.
โฆ Synopsis
The idea of writing up a book on the hydrodynamic behavior of interacting particle systems was born after a series of lectures Claude Kipnis gave at the University of Paris 7 in the spring of 1988. At this time Claude wrote some notes in French that covered Chapters 1 and 4, parts of Chapters 2, 5 and Appendix 1 of this book. His intention was to prepare a text that was as self-contained as possible. lt would include, for instance, all tools from Markov process theory ( cf. Appendix 1, Chaps. 2 and 4) necessary to enable mathematicians and mathematical physicists with some knowledge of probability, at the Ievel of Chung (1974), to understand the techniques of the theory of hydrodynamic Iimits of interacting particle systems. In the fall of 1991 Claude invited me to complete his notes with him and transform them into a book that would present to a large audience the latest developments of the theory in a simple and accessible form. To concentrate on the main ideas and to avoid unnecessary technical difficulties, we decided to consider systems evolving in finite lattice spaces and for which the equilibrium states are product measures. To illustrate the techniques we chose two well-known particle systems, the generalized exclusion processes and the zero-range processes. We also conceived the book in such a manner that most chapters can be read independently of the others. Here are some comments that might help readers find their way.
โฆ Table of Contents
Front Matter....Pages I-XVI
Introduction....Pages 1-6
An Introductory Example: Independent Random Walks....Pages 7-20
Some Interacting Particle Systems....Pages 21-40
Weak Formulations of Local Equilibrium....Pages 41-46
Hydrodynamic Equation of Symmetric Simple Exclusion Processes....Pages 47-66
An Example of Reversible Gradient System: Symmetric Zero Range Processes....Pages 67-114
The Relative Entropy Method....Pages 115-139
Hydrodynamic Limit of Reversible Nongradient Systems....Pages 141-189
Hydrodynamic Limit of Asymmetric Attractive Processes....Pages 191-229
Conservation of Local Equilibrium for Attractive Systems....Pages 231-256
Large Deviations from the Hydrodynamic Limit....Pages 257-285
Equilibrium Fluctuations of Reversible Dynamics....Pages 287-310
Back Matter....Pages 311-445
โฆ Subjects
Probability Theory and Stochastic Processes;Theoretical, Mathematical and Computational Physics
๐ SIMILAR VOLUMES
This book deals with one of the fundamental problems of nonequilibrium statistical mechanics: the derivation of large scale dynamics from microscopic models consisting of a very large number of interacting particles. In this monograph the author treats various macroscopic equations, in particular th
<P>From the reviews</P> <P>
Introduction.- The Construction, and Other General Results.- Some Basic Tools.- Spin System.- Stochastic Ising Models.- The Voter Model.- The Contract Process.- Neareast-Particle Systems.- The Exclusion Process.- Linear Systems with Values in [0, infinity)s.- Bibliography.- Index