Operator differential-algebraic equations with noise arising in fluid dynamics.

Pub Date : 2017-01-01 Epub Date: 2016-05-24 DOI:10.1007/s00605-016-0931-z
Robert Altmann, Tijana Levajković, Hermann Mena
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引用次数: 5

Abstract

We study linear semi-explicit stochastic operator differential algebraic equations (DAEs) for which the constraint equation is given in an explicit form. In particular, this includes the Stokes equations arising in fluid dynamics. We combine a white noise polynomial chaos expansion approach to include stochastic perturbations with deterministic regularization techniques. With this, we are able to include Gaussian noise and stochastic convolution terms as perturbations in the differential as well as in the constraint equation. By the application of the polynomial chaos expansion method, we reduce the stochastic operator DAE to an infinite system of deterministic operator DAEs for the stochastic coefficients. Since the obtained system is very sensitive to perturbations in the constraint equation, we analyze a regularized version of the system. This then allows to prove the existence and uniqueness of the solution of the initial stochastic operator DAE in a certain weighted space of stochastic processes.

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流体力学中带有噪声的算子微分代数方程。
研究了约束方程以显式形式给出的线性半显式随机算子微分代数方程。特别地,这包括流体动力学中出现的斯托克斯方程。我们将白噪声多项式混沌展开方法与确定性正则化技术相结合,以包含随机扰动。这样,我们就可以在微分方程和约束方程中包含高斯噪声和随机卷积项作为扰动。应用多项式混沌展开方法,将随机算子DAE简化为随机系数的确定性算子DAE的无穷系统。由于得到的系统对约束方程中的扰动非常敏感,我们分析了系统的正则化版本。这样就可以证明初始随机算子DAE在随机过程的某一加权空间中解的存在唯一性。
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