SPD

Abstract

Two classes of particle approximation for strong solutions of linear SPDEs with multiplicative noise are presented. The first is a Monte-Carlo type method and the second is based on the recent Kusuoka-Lyons-Victoir approach to approximate solution of SDEs. The work is motivated by and applied to nonlinear filtering.