Some approximation results for mild solutions of stochastic fractional order evolution equations driven by Gaussian noise.

K Fahim, E Hausenblas, M Kovács
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引用次数: 1

Abstract

We investigate the quality of space approximation of a class of stochastic integral equations of convolution type with Gaussian noise. Such equations arise, for example, when considering mild solutions of stochastic fractional order partial differential equations but also when considering mild solutions of classical stochastic partial differential equations. The key requirement for the equations is a smoothing property of the deterministic evolution operator which is typical in parabolic type problems. We show that if one has access to nonsmooth data estimates for the deterministic error operator together with its derivative of a space discretization procedure, then one obtains error estimates in pathwise Hölder norms with rates that can be read off the deterministic error rates. We illustrate the main result by considering a class of stochastic fractional order partial differential equations and space approximations performed by spectral Galerkin methods and finite elements. We also improve an existing result on the stochastic heat equation.

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高斯噪声驱动下随机分数阶演化方程温和解的一些近似结果。
研究了一类带高斯噪声的卷积型随机积分方程的空间逼近性质。例如,当考虑随机分数阶偏微分方程的温和解时,以及当考虑经典随机偏微分方程时,会出现这样的方程。对方程的关键要求是确定性演化算子的光滑性,这在抛物型问题中是典型的。我们证明,如果可以访问确定性误差算子的非光滑数据估计及其空间离散化过程的导数,那么可以获得路径Hölder范数中的误差估计,其速率可以从确定性误差率中读取。我们通过考虑一类随机分数阶偏微分方程和用谱Galerkin方法和有限元进行的空间近似来说明主要结果。我们还改进了随机热方程的一个已有结果。
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Well-posedness for a stochastic 2D Euler equation with transport noise. Some approximation results for mild solutions of stochastic fractional order evolution equations driven by Gaussian noise. The hyperbolic Anderson model: moment estimates of the Malliavin derivatives and applications. Multilevel quadrature for elliptic problems on random domains by the coupling of FEM and BEM. Existence of dynamical low rank approximations for random semi-linear evolutionary equations on the maximal interval.
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