E-Books →Nonlinear Fokker-Planck Flows and their Probabilistic Counterparts (Lecture Notes in Mathematics)

Free Download Nonlinear Fokker-Planck Flows and their Probabilistic Counterparts (Lecture Notes in Mathematics) by Viorel Barbu, Michael Röckner
English | June 18, 2024 | ISBN: 3031617339 | 224 pages | MOBI | 53 Mb
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.