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Convergence of a numerical scheme associated to stochastic differential equations with fractional Brownian motion
Applied Numerical Mathematics ( IF 2.2 ) Pub Date : 2021-05-05 , DOI: 10.1016/j.apnum.2021.05.001
Nahid Jamshidi , Minoo Kamrani

We are interested in finding an approximation for the solution of stochastic differential equations (SDEs) driven by fractional Brownian motion (fBm) with Hurst parameter H>12. Based on Taylor expansion we derive a numerical scheme and investigate its convergence. Under some assumptions on drift and diffusion, we show that the introduced method is convergent with strong rate of convergence ΔH, where Δ is the diameter of partition used for discretization. In addition, we explain the simulation of the proposed method and show the accuracy of our results by presenting an example.



中文翻译:

具有分数布朗运动的随机微分方程的数值格式的收敛性

我们感兴趣的是寻找由分数布朗运动(fBm)和Hurst参数驱动的随机微分方程(SDE)解的近似值 H>1个2个。基于泰勒展开,我们导出了一个数值方案,并研究了其收敛性。在一些关于漂移和扩散的假设下,我们证明了所引入的方法具有很强的收敛速度。ΔH,其中Δ是用于离散化的分区的直径。此外,我们通过实例说明了该方法的仿真并显示了结果的准确性。

更新日期:2021-05-11
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