The Evolution to Equilibrium of Solutions to Nonlinear Fokker-Planck Equation

被引:8
作者
Barbu, Viorel [1 ]
Roeckner, Michael [2 ,3 ]
机构
[1] Romanian Acad, Octav Mayer Inst Math, Blvd Carol I 9, Iasi, Romania
[2] Univ Bielefeld, Fak Mathemat, Univ Str 25, D-33615 Bielefeld, Germany
[3] Chinese Acad Sci, Acad Math & Syst Sci, Beijing, Peoples R China
关键词
Fokker-Planck equation; m-accretive operator; probability density; Lyapunov function; H-theorem; McKean-Vlasov stochastic differential equation; nonlinear distorted Brownian motion;
D O I
10.1512/iumj.2023.72.9074
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
One proves the H-theorem for mild solutions to a nondegenerate, nonlinear Fokker-Planck equation (1) u(t) - Delta beta(u) + div(E(x)b(u)u) = 0, t >= 0, x is an element of R-d, and-under appropriate hypotheses on beta, E and b-the convergence in L-loc(1) (R-d), L-1(R-d), respectively, for some t(n) -> infinity of the solution u(t(n)) to an equilibrium state of the equation for a large set of nonnegative initial data in L-1. These results are new in the literature on nonlinear Fokker-Planck equations arising in the mean field theory and are also relevant to the theory of stochastic differential equations. As a matter of fact, by the above convergence result, it follows that the solution to the McKean-Vlasov stochastic differential equation corresponding to (1), which is a nonlinear distorted Brownian motion, has this equilibrium state as its unique invariant measure.
引用
收藏
页码:89 / 131
页数:43
相关论文
共 32 条
[1]  
[Anonymous], 2005, Functional inequalities, Markov semigroups and spectral theory
[2]   On convex Sobolev inequalities and the rate of convergence to equilibrium for Fokker-Planck type equations [J].
Arnold, A ;
Markowich, P ;
Toscani, G ;
Unterreiter, A .
COMMUNICATIONS IN PARTIAL DIFFERENTIAL EQUATIONS, 2001, 26 (1-2) :43-100
[3]  
BAKRY D., 2014, Grundlehren Der Mathematischen Wissenschaften Fundamental Principles of Mathematical Sciences, V348
[4]  
Barbu V, 2010, SPRINGER MONOGR MATH, P1, DOI 10.1007/978-1-4419-5542-5
[5]   Solutions for nonlinear Fokker-Planck equations with measures as initial data and McKean-Vlasov equations [J].
Barbu, Viorel ;
Roeckner, Michael .
JOURNAL OF FUNCTIONAL ANALYSIS, 2021, 280 (07)
[6]   Uniqueness for nonlinear Fokker-Planck equations and weak uniqueness for McKean-Vlasov SDEs [J].
Barbu, Viorel ;
Roeckner, Michael .
STOCHASTICS AND PARTIAL DIFFERENTIAL EQUATIONS-ANALYSIS AND COMPUTATIONS, 2021, 9 (03) :702-713
[7]   FROM NONLINEAR FOKKER-PLANCK EQUATIONS TO SOLUTIONS OF DISTRIBUTION DEPENDENT SDE [J].
Barbu, Viorel ;
Roeckner, Michael .
ANNALS OF PROBABILITY, 2020, 48 (04) :1902-1920
[8]   PROBABILISTIC REPRESENTATION FOR SOLUTIONS TO NONLINEAR FOKKER-PLANCK EQUATIONS [J].
Barbu, Viorel ;
Roeckner, Michael .
SIAM JOURNAL ON MATHEMATICAL ANALYSIS, 2018, 50 (04) :4246-4260
[9]   Generalized solutions to nonlinear Fokker-Planck equations [J].
Barbu, Viorel .
JOURNAL OF DIFFERENTIAL EQUATIONS, 2016, 261 (04) :2446-2471
[10]  
Bogachev V.I., 2015, Mathematical Surveys and Monographs