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作者:

Zhao, Weidong (Zhao, Weidong.) | Zhang, Wei (Zhang, Wei.) | Zhang, Guannan (Zhang, Guannan.)

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Scopus SCIE CSCD

摘要:

We propose new numerical schemes for decoupled forward - backward stochastic differ ential equations (FBSDEs) with jumps, where the stochastic dynamics are driven by a d dimensional Brownian motion and an independent compensated Poisson random measure. A semi - discrete scheme is developed for discrete time approximation, which is constituted by a classic scheme for the forward SDE [20, 28] and a novel scheme for the backward SDE. Under some reasonable regularity conditions, we prove that the semi - discrete scheme can achieve second - order convergence in approximating the FBSDEs of interest; and such convergence rate does not require jump - adapted temporal discretization. Next, to add in spatial discretization, a fully discrete scheme is developed by designing accurate quadrature rules for estimating the involved conditional mathematical expectations. Several numerical examples are given to illustrate the effectiveness and the high accuracy of the proposed schemes.

关键词:

Backward Kolmogorov equation Decoupled FBSDEs with Levy jumps Error estimates Non-linear Feynman-Kac formula Second-order convergence

作者机构:

  • [ 1 ] [Zhao, Weidong]Shandong Univ, Dept Math, Jinan 250100, Shandong, Peoples R China
  • [ 2 ] [Zhang, Wei]Beijing Univ Technol, Dept Math, Beijing 100022, Peoples R China
  • [ 3 ] [Zhang, Guannan]Oak Ridge Natl Lab, Dept Computat & Appl Math, Oak Ridge, TN 37831 USA

通讯作者信息:

  • [Zhao, Weidong]Shandong Univ, Dept Math, Jinan 250100, Shandong, Peoples R China

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来源 :

JOURNAL OF COMPUTATIONAL MATHEMATICS

ISSN: 0254-9409

年份: 2017

期: 2

卷: 35

页码: 213-244

0 . 9 0 0

JCR@2022

ESI学科: MATHEMATICS;

ESI高被引阀值:39

中科院分区:3

被引次数:

WoS核心集被引频次: 6

SCOPUS被引频次: 6

ESI高被引论文在榜: 0 展开所有

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