Mean square stability of second-order weak numerical methods for stochastic differential equations

被引:4
作者
Abukhaled, MI [1 ]
机构
[1] Amer Univ Sharjah, Dept Math & Stat, Sharjah, U Arab Emirates
关键词
stochastic differential equations; weak convergence; mean square stability;
D O I
10.1016/j.apnum.2003.10.006
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
Recent years have marked many significant advances in numerical treatments for stochastic differential equations. Emphasis was not only on the nature and order of convergence of numerical schemes, but also on their stability features [J. Comput. Appl. Math. 125 (2000) 171; BIT 33 (1993) 654; Comput. Math. Appl. 28 (1994) 45; SIAM J. Appl. Anal. 51 (1991) 542; SIAM J. Numer. Anal. 33 (1996) 2254]. In this article we discuss mean square stability of second-order weak numerical methods. The closed form of the second moment established by [D. Talay, Simulation and numerical analysis of stochastic differential systems, INRIA Report 1313, 1990] will be used to create a mean square stability criterion for these schemes. Numerical examples will be presented to support the theoretical analysis. (C) 2003 IMACS. Published by Elsevier B.V. All rights reserved.
引用
收藏
页码:127 / 134
页数:8
相关论文
共 10 条
[1]   A class of second-order Runge-Kutta methods for numerical solution of stochastic differential equations [J].
Abukhaled, MI ;
Alien, EJ .
STOCHASTIC ANALYSIS AND APPLICATIONS, 1998, 16 (06) :977-991
[2]   Expectation stability of second-order weak numerical methods for stochastic differential equations [J].
Abukhaled, MI ;
Allen, EI .
STOCHASTIC ANALYSIS AND APPLICATIONS, 2002, 20 (04) :693-707
[3]   Numerical solutions of stochastic differential equations - implementation and stability issues [J].
Burrage, K ;
Burrage, P ;
Mitsui, T .
JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 2000, 125 (1-2) :171-182
[4]  
Gard T.C., 1988, INTRO STOCHASTIC DIF
[5]   CONVERGENCE AND STABILITY OF IMPLICIT RUNGE-KUTTA METHODS FOR SYSTEMS WITH MULTIPLICATIVE NOISE [J].
HERNANDEZ, DB ;
SPIGLER, R .
BIT, 1993, 33 (04) :654-669
[6]   STABILITY OF WEAK NUMERICAL SCHEMES FOR STOCHASTIC DIFFERENTIAL-EQUATIONS [J].
HOFMANN, N ;
PLATEN, E .
COMPUTERS & MATHEMATICS WITH APPLICATIONS, 1994, 28 (10-12) :45-57
[7]  
Kloeden P. E., 1992, NUMERICAL SOLUTIONS
[8]   ASYMPTOTICALLY EFFICIENT RUNGE-KUTTA METHODS FOR A CLASS OF ITO AND STRATONOVICH EQUATIONS [J].
NEWTON, NJ .
SIAM JOURNAL ON APPLIED MATHEMATICS, 1991, 51 (02) :542-567
[9]   Stability analysis of numerical schemes for stochastic differential equations [J].
Saito, Y ;
Mitsui, T .
SIAM JOURNAL ON NUMERICAL ANALYSIS, 1996, 33 (06) :2254-2267
[10]  
TALAY D, 1990, 1313 INRIA, P51