We first generalize, in an abstract framework, results on the order of convergence of a semi-discretization in time by an implicit Euler scheme of a stochastic parabolic equation. In this part, all the coefficients are globally Lipchitz. The case when the nonlinearity is only locally Lipchitz is then treated. For the sake of simplicity, we restrict our attention to the Burgers equation. We are not able in this case to compute a pathwise order of the approximation, we introduce the weaker notion of order in probability and generalize in that context the results of the globally Lipschitz case.
Mots clés : stochastic partial differential equations, semi-discretized scheme for stochastic partial differential equations, Euler scheme
@article{M2AN_2001__35_6_1055_0, author = {Printems, Jacques}, title = {On the discretization in time of parabolic stochastic partial differential equations}, journal = {ESAIM: Mod\'elisation math\'ematique et analyse num\'erique}, pages = {1055--1078}, publisher = {EDP-Sciences}, volume = {35}, number = {6}, year = {2001}, mrnumber = {1873517}, zbl = {0991.60051}, language = {en}, url = {http://www.numdam.org/item/M2AN_2001__35_6_1055_0/} }
TY - JOUR AU - Printems, Jacques TI - On the discretization in time of parabolic stochastic partial differential equations JO - ESAIM: Modélisation mathématique et analyse numérique PY - 2001 SP - 1055 EP - 1078 VL - 35 IS - 6 PB - EDP-Sciences UR - http://www.numdam.org/item/M2AN_2001__35_6_1055_0/ LA - en ID - M2AN_2001__35_6_1055_0 ER -
%0 Journal Article %A Printems, Jacques %T On the discretization in time of parabolic stochastic partial differential equations %J ESAIM: Modélisation mathématique et analyse numérique %D 2001 %P 1055-1078 %V 35 %N 6 %I EDP-Sciences %U http://www.numdam.org/item/M2AN_2001__35_6_1055_0/ %G en %F M2AN_2001__35_6_1055_0
Printems, Jacques. On the discretization in time of parabolic stochastic partial differential equations. ESAIM: Modélisation mathématique et analyse numérique, Tome 35 (2001) no. 6, pp. 1055-1078. http://www.numdam.org/item/M2AN_2001__35_6_1055_0/
[1] Équations stochastiques du type Navier-Stoke. J. Funct. Anal. 13 (1973) 195-222. | Zbl
and ,[2] Some convergence estimates for semidiscrete Galerkin type approximations for parabolic equations. SIAM J. Numer. Anal. 14 (1977) 218-241. | Zbl
, , and ,[3] Autour d'équations aux dérivées partielles stochastiques à dérives non-Lipschitziennes. Thèse, Université Paris VI, Paris (2000).
,[4] On the discretization in time of semilinear parabolic equations with nonsmooth initial data. Math. Comput. 49 (1987) 359-377. | Zbl
and ,[5] Stochastic Cahn-Hilliard equation. Nonlinear Anal., Theory Methods. Appl. 26 (1996) 241-263. | Zbl
and ,[6] Stochastic Burgers' equation. Nonlinear Differ. Equ. Appl. 1 (1994) 389-402. | Zbl
, and ,[7] Stochastic Burgers equation with correlated noise. Stochastics Stochastics Rep. 52 (1995) 29-41. | Zbl
and ,[8] Stochastic equations in infinite dimensions, in Encyclopedia of Mathematics and its Application. Cambridge University Press, Cambridge (1992). | MR | Zbl
and ,[9] Martingale and stationary solutions for stochastic Navier-Stokes equations. Probab. Theory Relat. Fields 102 (1995) 367-391. | MR | Zbl
and ,[10] Lattice approximations for stochastic quasi-linear parabolic partial differential equations driven by space-time white noise. I. Potential Anal. 9 (1998) 1-25. | Zbl
,[11] Lattice approximations for stochastic quasi-linear parabolic partial differential equations driven by space-time white noise. II. Potential Anal. 11 (1999) 1-37. | Zbl
,[12] Implicit scheme for stochastic parabolic partial differential equations driven by space-time white noise. Potential Anal. 7 (1997) 725-757. | Zbl
and ,[13] Existence and uniqueness results for semilinear stochastic partial differential equations. Stoch. Process Appl. 73 (1998) 271-299. | Zbl
,[14] Error estimates for spatially discrete approximations of semilinear parabolic equations with nonsmooth initial data. Math. Comput. 49 (1987) 331-357. | Zbl
, , and ,[15] Numerical solution of stochastic differential equations, in Applications of Mathematics 23, Springer-Verlag, Berlin, Heidelberg, New York (1992). | MR | Zbl
and ,[16] Stochastic Evolution equations. J. Sov. Math. 16 (1981) 1233-1277. | Zbl
and ,[17] Semidiscretization in Time for Parabolic Problems. Math. Comput. 33 (1979) 919-931. | Zbl
,[18] Approximate integration of stochastic differential equations. Theor. Prob. Appl. 19 (1974) 557-562. G.N. Milstein, Weak approximation of solutions of systems of stochastic differential equations. Theor. Prob. Appl. 30 (1985) 750-766. | Zbl
,[19] Équations aux dérivées partielles stochastiques non linéaires monotones. Étude de solutions fortes de type Ito. Thèse, Université Paris XI, Orsay (1975).
,[20] Stochastic evolution equations. Linear theory and application to nonlinear filtering. Kluwer, Dordrecht, The Netherlands (1990).
,[21] Numerical methods for stochastic parabolic PDEs. Numer. Funct. Anal. Optimization 20 (1999) 121-145. | Zbl
,[22] Efficient numerical schemes for the approximation of expectation of functionals of the solutions of an stochastic differential equation and applications, in Lecture Notes in Control and Information Science 61, Springer, London, (1984) 294-313. | Zbl
,[23] Discrétisation d'une équation différentielle stochastique et calcul approché d'espérance de fonctionnelles de la solution. RAIRO Modél. Math. Anal. Numér. 20 (1986) 141-179. | Numdam | Zbl
,[24] Solutions faibles aux équations aux dérivées partielles stochastiques non linéaires. Thèse, Université Pierre et Marie Curie, Paris (1976).
,[25] An introduction to stochastic partial differential equations, in Lectures Notes in Mathematics 1180 (1986) 265-437. | Zbl
,