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LINEAR MULTISTEP SCHEMES FOR BSDEs

机译:BSDE的线性多步方案

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摘要

We study the convergence rate of a class of linear multistep methods for backward stochastic differential equations (BSDEs). We show that, under a sufficient condition on the coefficients, the schemes enjoy a fundamental stability property. Coupling this result to an analysis of the truncation error allows us to design approximation with arbitrary order of convergence. Contrary to the analysis performed in [W. Zhao, G. Zhang, and L. Ju, SIAM J. Numer. Anal., 48 (2010), pp. 1369-1394], we consider general diffusion models and BSDEs with driver depending on z. The class of methods we consider contains well-known methods from the ODE framework as Nystrom, Milne, or Adams methods. Finally, we provide a numerical illustration of the convergence of some methods.
机译:我们研究一类线性多步方法的后向随机微分方程(BSDE)的收敛速度。我们表明,在足够的系数条件下,方案具有基本的稳定性。将该结果与对截断误差的分析相结合,使我们能够设计具有任意收敛阶数的近似值。与[W. Zhao G. Zhang和L. Ju,SIAM J. Numer。 [Anal。,48(2010),pp。1369-1394],我们考虑了一般扩散模型和带驱动器的BSDE,它们取决于z。我们考虑的方法类别包含ODE框架中的著名方法,如Nystrom,Milne或Adams方法。最后,我们提供了一些方法收敛的数值说明。

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