Trend to equilibrium and particle approximation for a weakly selfconsistent Vlasov-Fokker-Planck equation

نویسندگان

  • Francois Bolley
  • Arnaud Guillin
  • Florent Malrieu
  • François Bolley
چکیده

We consider a Vlasov-Fokker-Planck equation governing the evolution of the density of interacting and diffusive matter in the space of positions and velocities. We use a probabilistic interpretation to obtain convergence towards equilibrium in Wasserstein distance with an explicit exponential rate. We also prove a propagation of chaos property for an associated particle system, and give rates on the approximation of the solution by the particle system. Finally, a transportation inequality for the distribution of the particle system leads to quantitative deviation bounds on the approximation of the equilibrium solution of the equation by an empirical mean of the particles at given time. Introduction and main results We are interested in the long time behaviour and in a particle approximation of a distribution ft(x, v) in the space of positions x ∈ Rd and velocities v ∈ Rd (with d > 1) evolving according to the VlasovFokker-Planck equation ∂ft ∂t + v · ∇xft − C ∗x ρ[ft](x) · ∇vft = ∆vft +∇v · ((A(v) +B(x))ft), t > 0, x, v ∈ R (1) where ρ[ft](x) = ∫ Rd ft(x, v) dv is the macroscopic density in the space of positions x ∈ Rd (or the space marginal of ft). Here a · b denotes the scalar product of two vectors a and b in Rd and ∗x stands for the convolution with respect to x ∈ Rd : C ∗x ρ[ft](x) = ∫ Rd C(x− y) ρ[ft](y) dy = ∫ R2d C(x− y) ft(y, v) dy dv. Moreover ∇x stands for the gradient with respect to the position variable x ∈ Rd whereas ∇v, ∇v· and ∆v respectively stand for the gradient, divergence and Laplace operators with respect to the velocity variable v ∈ Rd. The A(v) term models the friction, the B(x) term models an exterior confinement and the C(x−y) term in the convolution models the interaction between positions x and y in the underlying physical system. For that reason we assume that C is an odd map on Rd. This equation is used in the modelling of the distribution ft(x, v) of diffusive, confined and interacting stellar or charged matter when C respectively derives from the Newton and Coulomb potential (see [10] for instance). It has the following natural probabilistic interpretation: if f0 is a density function, the solution ft of (1) is the density of the law at time t of the R2d-valued process (Xt, Vt)t>0 evolving according to the mean field stochastic differential equation (diffusive Newton’s equations) { dXt = Vt dt dVt = −A(Vt) dt−B(Xt) dt − C ∗x ρ[ft](Xt) dt + √ 2 dWt. (2)

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Pseudo-spectral ‎M‎atrix and Normalized Grunwald Approximation for Numerical Solution of Time Fractional Fokker-Planck Equation

This paper presents a new numerical method to solve time fractional Fokker-Planck equation. The space dimension is discretized to the Gauss-Lobatto points, then we apply pseudo-spectral successive integration matrix for this dimension. This approach shows that with less number of points, we can approximate the solution with more accuracy. The numerical results of the examples are displayed.

متن کامل

On Long Time Asymptotics of the Vlasov-fokker-planck Equation and of the Vlasov-poisson-fokker-planck System with Coulombic and Newtonian Potentials

We prove that the solution of the Vlasov-Fokker-Planck equation converges to the unique stationary solution with same mass as time tends to infinity. The same result holds in the repulsive coulombic case for the Vlasov-Poisson-Fokker-Planck system; the newtonian attractive case is also studied. We establish positive and negative answers to the question of existence of a stationary solution for ...

متن کامل

Hamiltonian and Brownian systems with long-range interactions

We discuss the dynamics and thermodynamics of systems with long-range interactions. We contrast the microcanonical description of an isolated Hamiltonian system to the canonical description of a stochastically forced Brownian system. We show that the mean-field approximation is exact in a proper thermodynamic limit. The equilibrium distribution function is solution of an integrodifferential equ...

متن کامل

Stationary solutions of the Vlasov-Fokker-Planck equation: Existence, characterization and phase-transition

In this paper, we study the set of stationary solutions of the Vlasov-Fokker-Planck (VFP) equation. This equation describes the time evolution of the probability distribution of a particle moving under the influence of a double-well potential, an interaction potential, a friction force and a stochastic force. We prove, under suitable assumptions, that the VFP equation does not have a unique sta...

متن کامل

From Particles with Random Potential to a Nonlinear Vlasov–Fokker–Planck Equation

We consider large time and infinite particle limit for a system of particles living in random potentials. The randomness enters the potential through an external ergodic Markov process, modeling oscillating environment with good statistical averaging properties. From each individual particle’s point of view, both law of large number and central limit theorem type of averaging are possible. Prob...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2009