A stochastic evolution equation arising from the fluctuations of a class of interacting particle systems

In an earlier paper, we studied the approximation of solutions V (t) to a class of SPDEs by the empirical measure V n (t) of a system of n interacting difiusions. In the present paper, we consider a central limit type problem, showing that p n(V n iV ) converges weakly, in the dual of a nuclear space, to the unique solution of a stochastic evolution equation. Analogous results in which the difiusions that determine V n are replaced by their Euler approximations are also discussed.

[1]  D. Burkholder Distribution Function Inequalities for Martingales , 1973 .

[2]  Thomas G. Kurtz,et al.  Semigroups of Conditioned Shifts and Approximation of Markov Processes , 1975 .

[3]  I. Mitoma Tightness of Probabilities On $C(\lbrack 0, 1 \rbrack; \mathscr{Y}')$ and $D(\lbrack 0, 1 \rbrack; \mathscr{Y}')$ , 1983 .

[4]  J. Picard Approximation of nonlinear filtering problems and order of convergence , 1984 .

[5]  I. Mitoma An ∞-dimensional inhomogeneous Langevin's equation , 1985 .

[6]  Wolfgang J. Runggaldier,et al.  An approximation for the nonlinear filtering problem, with error bound † , 1985 .

[7]  M. Hitsuda,et al.  Tightness problem and Stochastic evolution equation arising from fluctuation phenomena for interacting diffusions , 1986 .

[8]  J. B. Walsh,et al.  An introduction to stochastic partial differential equations , 1986 .

[9]  T. Chiang,et al.  Propagation of chaos and the McKean-Vlasov equation in duals of nuclear spaces , 1990 .

[10]  Patrick Florchinger,et al.  Time-discretization of the Zakai equation for diffusion processes observed in correlated noise , 1990 .

[11]  Particle approximation for first order stochastic partial differential equations , 1992 .

[12]  G. Kallianpur,et al.  Asymptotic behavior of a system of interacting nuclear-space-valued stochastic differential equations driven by Poisson random measures , 1994 .

[13]  Denis Talay,et al.  Rate of convergence of a stochastic particle method for the Kolmogorov equation with variable coefficients , 1994 .

[14]  G. Kallianpur,et al.  Stochastic Differential Equations in Infinite Dimensional Spaces , 1995 .

[15]  P. Kotelenez A class of quasilinear stochastic partial differential equations of McKean-Vlasov type with mass conservation , 1995 .

[16]  Jean Vaillancourt,et al.  Stochastic McKean-Vlasov equations , 1995 .

[17]  P. Moral Nonlinear Filtering Using Random Particles , 1996 .

[18]  P. Morien Propagation of chaos and fluction for a system of weakly interacting white noise driven parabolic spde's , 1996 .

[19]  Philip Protter,et al.  Weak convergence of stochastic integrals and differential equations II: Infinite dimensional case , 1996 .

[20]  B. Rozovskii,et al.  Nonlinear Filtering Revisited: A Spectral Approach , 1997 .

[21]  Pierre Del Moral,et al.  Discrete Filtering Using Branching and Interacting Particle Systems , 1998 .

[22]  D. Crisan,et al.  A particle approximation of the solution of the Kushner–Stratonovitch equation , 1999 .

[23]  Dan Crisan,et al.  Convergence of a Branching Particle Method to the Solution of the Zakai Equation , 1998, SIAM J. Appl. Math..

[24]  P. Moral,et al.  Interacting particle systems approximations of the Kushner-Stratonovitch equation , 1999, Advances in Applied Probability.

[25]  T. Kurtz,et al.  Particle representations for a class of nonlinear SPDEs , 1999 .

[26]  T. Kurtz,et al.  Numerical Solutions for a Class of SPDEs with Application to Filtering , 2001 .

[27]  P. Moral,et al.  On a Class of Discrete Generation Interacting Particle Systems , 2001 .

[28]  G. Kallianpur,et al.  An Approximation for the Zakai Equation , 2002 .

[29]  S. Ethier,et al.  Markov Processes: Characterization and Convergence , 2005 .