Weak Convergence of Finite Element Approximations of Linear Stochastic Evolution Equations with Additive Levy Noise

被引:13
|
作者
Kovacs, Mihaly [1 ]
Lindner, Felix [2 ]
Schilling, Rene L. [3 ]
机构
[1] Univ Otago, Dept Math & Stat, Dunedin 9054, New Zealand
[2] Tech Univ Kaiserslautern, Fachbereich Math, D-67653 Kaiserslautern, Germany
[3] Tech Univ Dresden, Inst Math Stochast, Fachrichtung Math, D-01062 Dresden, Germany
来源
关键词
stochastic partial differential equation; infinite-dimensional Levy process; cylindrical Levy process; Poisson random measure; finite elements; error estimate; weak convergence; backward Kolmogorov equation;
D O I
10.1137/15M1009792
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
We present an abstract framework to study weak convergence of numerical approximations of linear stochastic partial differential equations driven by additive Levy noise. We first derive a representation formula for the error which we then apply to study space-time discretizations of the stochastic heat equation, a Volterra-type integro-differential equation, and the wave equation as examples. For twice continuously differentiable test functions with bounded second derivative (with an additional condition on the second derivative for the wave equation) the weak rate of convergence is found to be twice the strong rate. The results extend earlier work by two of the authors, as we consider general square-integrable infinite-dimensional Levy processes and do not require boundedness of the test functions and their first derivative. Furthermore, the present framework is applicable to both hyperbolic and parabolic equations, and even to stochastic Volterra integro-differential equations.
引用
收藏
页码:1159 / 1199
页数:41
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