PROPAGATION OF CHAOS AND FLUCTUATIONS FOR A MODERATE MODEL WITH SMOOTH INITIAL DATA

Citation
B. Jourdain et S. Meleard, PROPAGATION OF CHAOS AND FLUCTUATIONS FOR A MODERATE MODEL WITH SMOOTH INITIAL DATA, Annales de l'I.H.P. Probabilites et statistiques, 34(6), 1998, pp. 727-766
Citations number
16
Categorie Soggetti
Statistic & Probability","Statistic & Probability
ISSN journal
02460203
Volume
34
Issue
6
Year of publication
1998
Pages
727 - 766
Database
ISI
SICI code
0246-0203(1998)34:6<727:POCAFF>2.0.ZU;2-T
Abstract
In this paper, we are interested in a stochastic differentialequation which is nonlinear in the following sense : both the diffusion and the drift coefficients depend locally on the density of the time marginal of the solution. When the law of the initial data has a smooth densit y with respect to Lebesgue measure, we prove existence and uniqueness for this equation. Under more restrictive assumptions on the density, we approximate the solution by a system of n moderately interacting di ffusion processes and obtain a trajectorial propagation of chaos resul t. Finally, we study the fluctuations associated with the convergence of the empirical measure of the system to the law of the solution of t he nonlinear equation. In this situation, the convergence rate is diff erent from root n. (C) Elsevier, Paris.