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Fluctuations in Markov Processes

Time Symmetry and Martingale Approximation

Language EnglishEnglish
Book Hardback
Book Fluctuations in Markov Processes Tomasz Komorowski
Libristo code: 01661057
Diffusive phenomena in statistical mechanics and in other fields arise from markovian modeling and t... Full description
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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 also to mathematical physicists and analysts.

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About the book

Full name Fluctuations in Markov Processes
Language English
Binding Book - Hardback
Date of issue 2012
Number of pages 494
EAN 9783642298790
ISBN 3642298796
Libristo code 01661057
Weight 898
Dimensions 160 x 233 x 36
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