Fluctuations in Markov processes : time symmetry and martingale approximation / Tomasz Komorowski, Claudio Landim, Stefano Olla
Type de document : Livre numériqueCollection : Grundlehren der mathematischen wissenschaften, 345Langue : anglais.Éditeur : Berlin : Springer, 2012ISBN: 9783642298806.ISSN: 0072-7830.Sujet MSC : 60-02, Research exposition (monographs, survey articles) pertaining to probability theory60J25, Probability theory and stochastic processes, Continuous-time Markov processes on general state spaces
60J60, Probability theory and stochastic processes - Markov processes, Diffusion processes
60F05, Limit theorems in probability theory, Central limit and other weak theorems
60G44, Probability theory and stochastic processes, Martingales with continuous parameterEn-ligne : Springerlink | Zentralblatt | MathSciNet
Publisher’s description: 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).
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