Book Cover
Author Komorowski, Tomasz, 1963-

Title Fluctuations in markov processes : time symmetry and martingale approximation / Tomasz Komorowski, Claudio Landim, Stefano Olla
Published Berlin ; New York : Springer, [2012]
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Description 1 online resource
Series Grundlehren der mathematischen Wissenschaften, 0072-7830 ; 345
Grundlehren der mathematischen Wissenschaften ; 345
Contents Part 1. General Theory -- A Warming-Up Example -- Central Limit Theorems -- Random Walks in Random Environment -- Bounds and Variational Principles for the Asymptotic Variance -- Part 2. Simple Exclusion Processes -- The Simple Exclusion Process -- Self-diffusion -- Equilibrium Fluctuations of the Density Field -- Regularity of the Asymptotic Variance -- Part 3. Diffusions in Random Environments -- Diffusions in Random Environments -- Variational Principles for the Limiting Variance -- Diffusions with Divergence Free Drifts -- Diffusions with Gaussian Drifts -- Ornstein-Uhlenbeck Process with a Random Potential -- Analytic Methods in Homogenization Theory
Summary Diffusive phenomena in statistical mechanics and in other fields arise from markovian modeling and their study requires sophisticated mathematical tools. In infinite dimensional situations, time symmetry properties can be exploited in order to make martingale approximations, along the lines of the seminal work of Kipnis and Varadhan. The present volume contains the most advanced theories on the martingale approach to central limit theorems. Using the time symmetry properties of the Markov processes, the book develops the techniques that allow us to deal with infinite dimensional models that appear in statistical mechanics and engineering (interacting particle systems, homogenization in random environments, and diffusion in turbulent flows, to mention just a few applications). The first part contains a detailed exposition of the method, and can be used as a text for graduate courses. The second concerns application to exclusion processes, in which the duality methods are fully exploited. The third part is about the homogenization of diffusions in random fields, including passive tracers in turbulent flows (including the superdiffusive behavior). ¡ There are no other books in the mathematical literature that deal with this kind of approach to the problem of the central limit theorem. Hence, this volume meets the demand for a monograph on this powerful approach, now widely used in many areas of probability and mathematical physics. The book also covers the connections with and application to hydrodynamic limits and homogenization theory, so besides probability researchers it will also be of interest to mathematical physicists and analysts
Analysis Distribution (Probability theory)
Probability Theory and Stochastic Processes
Mathematical Physics
Bibliography Includes bibliographical references and index
Subject Markov processes.
Fluctuations (Physics)
Martingales (Mathematics)
Markov Chains.
Form Electronic book
Author Landim, Claudio, 1965-
Olla, Stefano, 1959-
ISBN 364229880X (electronic bk.)
9783642298806 (electronic bk.)