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Author:

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

Indexed by:

Scopus SCIE CSCD

Abstract:

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.

Keyword:

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

Author Community:

  • [ 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

Reprint Author's Address:

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

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Source :

JOURNAL OF COMPUTATIONAL MATHEMATICS

ISSN: 0254-9409

Year: 2017

Issue: 2

Volume: 35

Page: 213-244

0 . 9 0 0

JCR@2022

ESI Discipline: MATHEMATICS;

ESI HC Threshold:66

CAS Journal Grade:3

Cited Count:

WoS CC Cited Count: 7

SCOPUS Cited Count: 7

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 7

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