LINEAR PARABOLIC STOCHASTIC PDES AND WIENER CHAOS

Citation
R. Mikulevicius et B. Rozovskii, LINEAR PARABOLIC STOCHASTIC PDES AND WIENER CHAOS, SIAM journal on mathematical analysis, 29(2), 1998, pp. 452-480
Citations number
33
Categorie Soggetti
Mathematics,Mathematics
ISSN journal
00361410
Volume
29
Issue
2
Year of publication
1998
Pages
452 - 480
Database
ISI
SICI code
0036-1410(1998)29:2<452:LPSPAW>2.0.ZU;2-0
Abstract
We study Cauchy's problem for a second-order linear parabolic stochast ic partial differential equation (SPDE) driven by a cylindrical Browni an motion. Existence and uniqueness of a generalized (soft) solution i s established in Sobolev, Holder, and Lipschitz classes. We make only minimal assumptions, virtually identical to those common to similar de terministic problems. A stochastic Feynman-Kac formula for the soft so lution is also derived. It is shown that the soft solution allows a Wi ener chaos expansion and that the coefficients of this expansion can b e computed recursively by solving a simple system of parabolic PDEs.