Nonlinear Fokker-Planck Flows and their Probabilistic Counterparts
eBook - ePub

Nonlinear Fokker-Planck Flows and their Probabilistic Counterparts

  1. English
  2. ePUB (mobile friendly)
  3. Available on iOS & Android
eBook - ePub

Nonlinear Fokker-Planck Flows and their Probabilistic Counterparts

About this book

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.

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.

Information

Publisher
Springer
Year
2024
Print ISBN
9783031617331
eBook ISBN
9783031617348

Table of contents

  1. Cover
  2. Front Matter
  3. 1.Ā Introduction
  4. 2.Ā Existence of Nonlinear Fokker–Planck Flows
  5. 3.Ā Time Dependent Fokker–Planck Equations
  6. 4.Ā Convergence to Equilibrium of Nonlinear Fokker–Planck Flows
  7. 5.Ā Markov Processes Associated with Nonlinear Fokker–Planck Equations
  8. 6.Ā Appendix
  9. Back Matter

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Yes, you can access Nonlinear Fokker-Planck Flows and their Probabilistic Counterparts by Viorel Barbu,Michael Rƶckner in PDF and/or ePUB format, as well as other popular books in Physical Sciences & Differential Equations. We have over 1.5 million books available in our catalogue for you to explore.