Convergence and stability of the backward Euler method for jump-diffusion SDEs with super-linearly growing diffusion and jump coefficients

被引:20
作者
Chen, Ziheng [1 ]
Gan, Siqing [1 ]
机构
[1] Cent South Univ, Sch Math & Stat, Changsha 410083, Hunan, Peoples R China
关键词
Jump-diffusion SDEs; Super-linearly growing coefficients; Backward Euler method; Mean square convergence; Mean square stability; STOCHASTIC DIFFERENTIAL-EQUATIONS; MEAN-SQUARE CONVERGENCE; NUMERICAL-METHODS; MARUYAMA METHOD; IMPLICIT METHODS; APPROXIMATIONS; EXPLICIT; SCHEMES; DRIVEN; RATES;
D O I
10.1016/j.cam.2019.06.018
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
This paper firstly investigates convergence of the backward Euler method for stochastic differential equations (SDEs) driven by Brownian motion and compound Poisson process. Different from existing works, we do not impose a globally Lipschitz condition on the jump coefficient but formulate a more relaxed condition to allow for its super-linear growth. It is shown that the mean square convergence order of this method can be arbitrarily close to 1/2 under mild assumptions imposed on SDEs, allowing for possibly super-linearly growing drift, diffusion and jump coefficients. An exact order 1/2 is recovered when further differentiability assumption is put on the coefficients. 2 Furthermore, the considered method is able to inherit the mean square stability of a wider class of Levy noise driven SDEs for all stepsizes. These results are finally supported by some numerical experiments. (C) 2019 Elsevier B.V. All rights reserved.
引用
收藏
页码:350 / 369
页数:20
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[1]   Mean-square convergence of the BDF2-Maruyama and backward Euler schemes for SDE satisfying a global monotonicity condition [J].
Andersson, Adam ;
Kruse, Raphael .
BIT NUMERICAL MATHEMATICS, 2017, 57 (01) :21-53
[3]  
[Anonymous], 2015, THESIS
[4]  
[Anonymous], 2012, An Introduction to Stochastic Differential Equations
[5]  
[Anonymous], [No title captured]
[6]  
[Anonymous], 2007, Stochastic Differential Equations and Applications
[7]  
Applebaum D., 2009, LEVY PROCESSES STOCH, V2
[8]   Stochastic C-Stability and B-Consistency of Explicit and Implicit Milstein-Type Schemes [J].
Beyn, Wolf-Juergen ;
Isaak, Elena ;
Kruse, Raphael .
JOURNAL OF SCIENTIFIC COMPUTING, 2017, 70 (03) :1042-1077
[9]   Stochastic C-Stability and B-Consistency of Explicit and Implicit Euler-Type Schemes [J].
Beyn, Wolf-Juergen ;
Isaak, Elena ;
Kruse, Raphael .
JOURNAL OF SCIENTIFIC COMPUTING, 2016, 67 (03) :955-987
[10]   Strong approximations of stochastic differential equations with jumps [J].
Bruti-Liberati, Nicola ;
Platen, Eckhard .
JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 2007, 205 (02) :982-1001