The truncated Euler–Maruyama method for stochastic differential delay equations

The numerical solutions of stochastic differential delay equations (SDDEs) under the generalized Khasminskii-type condition were discussed by Mao (Appl. Math. Comput. 217, 5512–5524 2011), and the theory there showed that the Euler–Maruyama (EM) numerical solutions converge to the true solutions in probability. However, there is so far no result on the strong convergence (namely in Lp) of the numerical solutions for the SDDEs under this generalized condition. In this paper, we will use the truncated EM method developed by Mao (J. Comput. Appl. Math. 290, 370–384 2015) to study the strong convergence of the numerical solutions for the SDDEs under the generalized Khasminskii-type condition.

[1]  T. Faniran Numerical Solution of Stochastic Differential Equations , 2015 .

[2]  E. Helfand Numerical integration of stochastic differential equations , 1979, The Bell System Technical Journal.

[3]  D. Williams STOCHASTIC DIFFERENTIAL EQUATIONS: THEORY AND APPLICATIONS , 1976 .

[4]  Evelyn Buckwar,et al.  Exponential stability in p -th mean of solutions, and of convergent Euler-type solutions, of stochastic delay differential equations , 2005 .

[5]  X. Mao,et al.  Numerical solutions of stochastic differential delay equations under local Lipschitz condition , 2003 .

[6]  D. Hunter Convergence of Monte Carlo simulations involving the mean-reverting square root process , 2005 .

[7]  Evelyn Buckwar,et al.  NUMERICAL ANALYSIS OF EXPLICIT ONE-STEP METHODS FOR STOCHASTIC DELAY DIFFERENTIAL EQUATIONS , 1975 .

[8]  E. Platen,et al.  Strong discrete time approximation of stochastic differential equations with time delay , 2000 .

[9]  Xiongzhi Chen Brownian Motion and Stochastic Calculus , 2008 .

[10]  Xuerong Mao,et al.  The truncated Euler-Maruyama method for stochastic differential equations , 2015, J. Comput. Appl. Math..

[11]  X. Mao,et al.  A note on the LaSalle-type theorems for stochastic differential delay equations , 2002 .

[12]  Xuerong Mao,et al.  Khasminskii-Type Theorems for Stochastic Differential Delay Equations , 2005 .

[13]  X. Mao,et al.  Stability of Stochastic Differential Equations With Respect to Semimartingales , 1991 .

[14]  Xuerong Mao,et al.  Stochastic differential delay equations of population dynamics , 2005 .

[15]  X. Mao,et al.  Stochastic Differential Equations and Applications , 1998 .

[16]  Fen Yang,et al.  Stochastic Delay Lotka-Volterra Model , 2011 .

[17]  Xuerong Mao,et al.  STOCHASTIC DELAY POPULATION DYNAMICS , 2004 .

[18]  R. Khasminskii Stochastic Stability of Differential Equations , 1980 .

[19]  Xuerong Mao Numerical solutions of stochastic differential delay equations under the generalized Khasminskii-type conditions , 2011, Appl. Math. Comput..

[20]  S. Mohammed Stochastic functional differential equations , 1984 .

[21]  Hong-ke Wang,et al.  On the Exponential Stability of Stochastic Differential Equations , 2009, ICFIE.

[22]  V. Kolmanovskii,et al.  Applied Theory of Functional Differential Equations , 1992 .

[23]  P. Kloeden,et al.  Discretization of Asymptotically Stable Stationary Solutions of Delay Differential Equations with a Random Stationary Delay , 2006 .

[24]  Xuerong Mao,et al.  Numerical Solutions of Neutral Stochastic Functional Differential Equations , 2008, SIAM J. Numer. Anal..

[25]  T. Kurtz,et al.  Stochastic equations in infinite dimensions , 2006 .

[26]  Xuerong Mao,et al.  Stochastic Differential Equations With Markovian Switching , 2006 .