Volume 44, Number 5, September-October 2010Special Issue on Probabilistic methods and their applications
|Page(s)||867 - 884|
|Published online||26 August 2010|
Trend to equilibrium and particle approximation for a weakly selfconsistent Vlasov-Fokker-Planck equation
Ceremade, UMR CNRS 7534,
Université Paris-Dauphine, Place du Maréchal De Lattre De
Tassigny, 75775 Paris Cedex 16, France. email@example.com
2 UMR CNRS 6620, Laboratoire de Mathématiques, Université Blaise Pascal, avenue des Landais, 63177 Aubière Cedex, France. firstname.lastname@example.org
3 UMR CNRS 6625, Institut de Recherche Mathématique de Rennes (IRMAR), Université de Rennes I, Campus de Beaulieu, 35042 Rennes Cedex, France. email@example.com
Revised: 18 January 2010
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.
Mathematics Subject Classification: 65C35 / 35K55 / 65C05 / 82C22 / 26D10 / 60E15
Key words: Vlasov-Fokker-Planck equation / particular approximation / concentration inequalities / transportation inequalities
© EDP Sciences, SMAI, 2010
Current usage metrics show cumulative count of Article Views (full-text article views including HTML views, PDF and ePub downloads, according to the available data) and Abstracts Views on Vision4Press platform.
Data correspond to usage on the plateform after 2015. The current usage metrics is available 48-96 hours after online publication and is updated daily on week days.
Initial download of the metrics may take a while.