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Fluctuations in Markov Processes - Time Symmetry and Martingale Approximation (Paperback, 2012 ed.): Tomasz Komorowski, Claudio... Fluctuations in Markov Processes - Time Symmetry and Martingale Approximation (Paperback, 2012 ed.)
Tomasz Komorowski, Claudio Landim, Stefano Olla
R3,026 Discovery Miles 30 260 Ships in 10 - 15 working days

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.

Scaling Limits of Interacting Particle Systems (Paperback, Softcover reprint of hardcover 1st ed. 1999): Claude Kipnis, Claudio... Scaling Limits of Interacting Particle Systems (Paperback, Softcover reprint of hardcover 1st ed. 1999)
Claude Kipnis, Claudio Landim
R3,774 Discovery Miles 37 740 Ships in 10 - 15 working days

This book has been long awaited in the "interacting particle systems" community. Begun by Claude Kipnis before his untimely death, it was completed by Claudio Landim, his most brilliant student and collaborator. It presents the techniques used in the proof of the hydrodynamic behavior of interacting particle systems.

Scaling Limits of Interacting Particle Systems (Hardcover, 1999 ed.): Claude Kipnis, Claudio Landim Scaling Limits of Interacting Particle Systems (Hardcover, 1999 ed.)
Claude Kipnis, Claudio Landim
R4,011 Discovery Miles 40 110 Ships in 10 - 15 working days

This book presents in a progressive way the techniques used in the proof of the hydrodynamic behavior of interacting particle systems. It starts with introductory material on independent particles and goes all the way to nongradient systems, covering the entropy and the relative entropy methods, asymmetric processes from which hyperbolic equations emerge, the equilibrium fluctuations and the large deviations theory for short-range stochastic dynamics. It reviews, in appendices, some tools of Markov process theory and derives estimates on the spectral gap of reversible, conservative generators. The book is self-contained and can be read by graduate students in mathematics or mathematical physics with standard probability background. It can be used as a support for a graduate on stochastic processes.

Fluctuations in Markov Processes - Time Symmetry and Martingale Approximation (Hardcover, 2012 ed.): Tomasz Komorowski, Claudio... Fluctuations in Markov Processes - Time Symmetry and Martingale Approximation (Hardcover, 2012 ed.)
Tomasz Komorowski, Claudio Landim, Stefano Olla
R3,058 Discovery Miles 30 580 Ships in 10 - 15 working days

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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