Mean Field Limit and Propagation of Chaos for Vlasov Systems with Bounded Forces

We consider large systems of particles interacting through rough but bounded interaction kernels. We are able to control the relative entropy between the $N$-particle distribution and the expected limit which solves the corresponding Vlasov system. This implies the Mean Field limit to the Vlasov system together with Propagation of Chaos through the strong convergence of all the marginals. The method works at the level of the Liouville equation and relies on precise combinatorics results.

[1]  M. Hauray WASSERSTEIN DISTANCES FOR VORTICES APPROXIMATION OF EULER-TYPE EQUATIONS , 2009 .

[2]  Gianluca Crippa,et al.  Lagrangian flows for vector fields with gradient given by a singular integral , 2012, 1208.6374.

[3]  Peter Pickl,et al.  On Mean Field Limits for Dynamical Systems , 2013, 1307.2999.

[4]  Pierre-Louis Lions,et al.  Propagation of moments and regularity for the 3-dimensional Vlasov-Poisson system , 1991 .

[5]  L. Ambrosio Transport equation and Cauchy problem for BV vector fields , 2004 .

[6]  Jos'e Antonio Carrillo,et al.  Stochastic Mean-Field Limit: Non-Lipschitz Forces & Swarming , 2010, 1009.5166.

[7]  H. D. Victory,et al.  On the convergence of particle methods for multidimensional Vlasov-Poisson systems , 1989 .

[8]  Christophe Pallard Moment Propagation for Weak Solutions to the Vlasov–Poisson System , 2012 .

[9]  Hamiltonian and Brownian systems with long-range interactions: II. Kinetic equations and stability analysis , 2004, cond-mat/0409641.

[10]  L. Ambrosio,et al.  Continuity equations and ODE flows with non-smooth velocity* , 2014, Proceedings of the Royal Society of Edinburgh: Section A Mathematics.

[11]  Pierre-Emmanuel Jabin,et al.  N-particles Approximation of the Vlasov Equations with Singular Potential , 2003, math/0310039.

[12]  Thomas Y. Hou,et al.  Convergence of the point vortex method for the 2-D euler equations , 1990 .

[13]  Shirley Dex,et al.  JR 旅客販売総合システム(マルス)における運用及び管理について , 1991 .

[14]  Steven Schochet,et al.  The weak vorticity formulation of the 2-D Euler equations and concentration-cancellation , 1995 .

[15]  P. Lions,et al.  Existence and Uniqueness of Solutions to Fokker–Planck Type Equations with Irregular Coefficients , 2008 .

[16]  S. Mischler,et al.  A new approach to quantitative propagation of chaos for drift, diffusion and jump processes , 2011, 1101.4727.

[17]  Peter Pickl,et al.  A Mean Field Limit for the Vlasov–Poisson System , 2015, 1502.04608.

[18]  G. Loeper Uniqueness of the solution to the Vlasov-Poisson system with bounded density , 2005 .

[19]  Hamiltonian and Brownian systems with long-range interactions: V. Stochastic kinetic equations and theory of fluctuations , 2008, 0803.0263.

[20]  Pierre Degond,et al.  Global existence for the Vlasov-Poisson equation in 3 space variables with small initial data , 1985 .

[21]  R. Schwarzenberger ORDINARY DIFFERENTIAL EQUATIONS , 1982 .

[22]  C. Villani,et al.  Weighted Csiszár-Kullback-Pinsker inequalities and applications to transportation inequalities , 2005 .

[23]  K. Pfaffelmoser,et al.  Global classical solutions of the Vlasov-Poisson system in three dimensions for general initial data , 1992 .

[24]  T. Paul,et al.  On the Mean Field and Classical Limits of Quantum Mechanics , 2015, Communications in Mathematical Physics.

[25]  F. Flandoli,et al.  Full well-posedness of point vortex dynamics corresponding to stochastic 2D Euler equations , 2010, 1004.1407.

[26]  S. Mischler,et al.  Kac’s program in kinetic theory , 2011, Inventiones mathematicae.

[27]  Nicolas Fournier,et al.  Propagation of chaos for the 2D viscous vortex model , 2012, 1212.1437.

[28]  C. Mouhot,et al.  Empirical Measures and Vlasov Hierarchies , 2013, 1309.0222.

[29]  Thomas Y. Hou,et al.  The Convergence of an Exact Desingularization for Vortex Methods , 1993, SIAM J. Sci. Comput..

[30]  Pierre-Emmanuel Jabin,et al.  Particles approximations of Vlasov equations with singular forces : Propagation of chaos , 2011, 1107.3821.

[31]  Thomas Y. Hou,et al.  Convergence of the Grid-free point Vortex method for the three-dimensional Euler equations , 1991 .

[32]  H. Spohn Large Scale Dynamics of Interacting Particles , 1991 .

[33]  F. Golse On the Dynamics of Large Particle Systems in the Mean Field Limit , 2013, 1301.5494.

[34]  Horng-Tzer Yau,et al.  Relative entropy and hydrodynamics of Ginzburg-Landau models , 1991 .

[35]  On simulation methods for Vlasov-Poisson systems with particles initially asymptotically distributed , 1991 .

[36]  St'ephane Mischler,et al.  On Kac's chaos and related problems , 2014 .

[37]  Alessio Figalli,et al.  Existence and uniqueness of martingale solutions for SDEs with rough or degenerate coefficients , 2008 .

[38]  P. Lions,et al.  Ordinary differential equations, transport theory and Sobolev spaces , 1989 .

[39]  P. Jabin,et al.  DiPerna–Lions Flow for Relativistic Particles in an Electromagnetic Field , 2012, 1205.5244.

[40]  Hirofumi Osada,et al.  Propagation of chaos for the two dimensional Navier-Stokes equation , 1986 .

[41]  J. A. Carrillo,et al.  The derivation of swarming models: Mean-field limit and Wasserstein distances , 2013, 1304.5776.

[42]  C. Chou The Vlasov equations , 1965 .

[43]  Steven Schochet,et al.  THE POINT-VORTEX METHOD FOR PERIODIC WEAK SOLUTIONS OF THE 2-D EULER EQUATIONS , 1996 .

[44]  W. Braun,et al.  The Vlasov dynamics and its fluctuations in the 1/N limit of interacting classical particles , 1977 .

[45]  Camillo De Lellis,et al.  Chapter 4 – Notes on Hyperbolic Systems of Conservation Laws and Transport Equations , 2007 .

[46]  Dustin Lazarovici The Vlasov-Poisson Dynamics as the Mean Field Limit of Extended Charges , 2015, 1502.07047.

[47]  Pierre-Emmanuel Jabin,et al.  A review of the mean field limits for Vlasov equations , 2014 .

[48]  Benjamin Jourdain,et al.  A trajectorial interpretation of the dissipations of entropy and Fisher information for stochastic differential equations , 2011, 1107.3300.

[49]  P. Hartman Ordinary Differential Equations , 1965 .

[50]  Nicolas Champagnat,et al.  Well Posedness in any Dimension for Hamiltonian Flows with Non BV Force Terms , 2009, 0904.1119.

[51]  F. Bouchut Renormalized Solutions to the Vlasov Equation with Coefficients of Bounded Variation , 2001 .

[52]  C. Villani Optimal Transport: Old and New , 2008 .

[53]  Jack Schaeffer,et al.  Global existence of smooth solutions to the vlasov poisson system in three dimensions , 1991 .

[54]  Stephen Wollman On the Approximation of the Vlasov-Poisson System by Particle Methods , 2000, SIAM J. Numer. Anal..