论文标题

用于夹层过程的漂移 - 毫无疑问的欧拉计划由Hölder噪声驱动

Drift-implicit Euler scheme for sandwiched processes driven by Hölder noises

论文作者

Di Nunno, Giulia, Mishura, Yuliya, Yurchenko-Tytarenko, Anton

论文摘要

在本文中,我们分析了一类随机微分方程的漂移渐变(或向后)的欧拉数值方案,这些方程是由任意$λ$-Hölder连续过程驱动的无界漂移,$λ\ in(0,1)$。我们证明,在噪声的Hölder常数的一些温和的时刻假设下,$ l^r(ω; l^\ infty([0,t]))$ - 收敛速率等于$λ$。为了举例说明,我们考虑了广义的Cox-Ingersoll-Ross和Tsallis-stariolo-borland模型的数值方案。结果通过模拟说明。

In this paper, we analyze the drift-implicit (or backward) Euler numerical scheme for a class of stochastic differential equations with unbounded drift driven by an arbitrary $λ$-Hölder continuous process, $λ\in(0,1)$. We prove that, under some mild moment assumptions on the Hölder constant of the noise, the $L^r(Ω;L^\infty([0,T]))$-rate of convergence is equal to $λ$. To exemplify, we consider numerical schemes for the generalized Cox--Ingersoll-Ross and Tsallis--Stariolo--Borland models. The results are illustrated by simulations.

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