Efficient simulation of nonlinear parabolic SPDEs with additive noise

Citation
Jentzen, Arnulf et al., Efficient simulation of nonlinear parabolic SPDEs with additive noise, Annals of applied probability , 21(3), 2011, pp. 908-950
ISSN journal
10505164
Volume
21
Issue
3
Year of publication
2011
Pages
908 - 950
Database
ACNP
SICI code
Abstract
Recently, in a paper by Jentzen and Kloeden [Proc. R. Soc. Lond. Ser. A Math. Phys. Eng. Sci. 465 (2009) 649.667], a new method for simulating nearly linear stochastic partial differential equations (SPDEs) with additive noise has been introduced. The key idea was to use suitable linear functionals of the noise process in the numerical scheme which allow a higher approximation order to be obtained. Following this approach, a new simplified version of the scheme in the above named reference is proposed and analyzed in this article. The main advantage of the convergence result given here is the higher convergence order for nonlinear parabolic SPDEs with additive noise, although the used numerical scheme is very simple to simulate and implement.