Nonlinear Fokker-Planck Flows and their Probabilistic Counterparts

£54.99

Nonlinear Fokker-Planck Flows and their Probabilistic Counterparts

Differential calculus and equations Probability and statistics Stochastics Mathematical physics

Authors: Viorel Barbu, Michael Rockner

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Collection: Lecture Notes in Mathematics

Language: English

Published by: Springer

Published on: 17th June 2024

Format: LCP-protected ePub

ISBN: 9783031617348


Overview

This book delves into a rigorous mathematical exploration of the well-posedness and long-time behavior of weak solutions to nonlinear Fokker-Planck equations, along with their implications in the theory of probabilistically weak solutions to McKean-Vlasov stochastic differential equations and the corresponding nonlinear Markov processes. These are widely acknowledged as essential tools for describing the dynamics of complex systems in disordered media, as well as mean-field models. The resulting stochastic processes elucidate the microscopic dynamics underlying the nonlinear Fokker-Planck equations, whereas the solutions of the latter describe the evolving macroscopic probability distributions.

Intended Audience

The intended audience for this book primarily comprises specialists in mathematical physics, probability theory and PDEs. It can also be utilized as a one-semester graduate course for mathematicians. Prerequisites for the readers include a solid foundation in functional analysis and probability theory.

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