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Convergence rate of Euler-Maruyama scheme for SDDEs of neutral type. (English) Zbl 1504.65015

Summary: In this paper, we are concerned with the convergence rate of Euler-Maruyama (EM) scheme for stochastic differential delay equations (SDDEs) of neutral type, where the neutral, drift, and diffusion terms are allowed to be of polynomial growth. More precisely, for SDDEs of neutral type driven by Brownian motions, we reveal that the convergence rate of the corresponding EM scheme is one-half; Whereas for SDDEs of neutral type driven by pure jump processes, we show that the best convergence rate of the associated EM scheme is slower than one-half. As a result, the convergence rate of general SDDEs of neutral type, which is dominated by pure jump process, is slower than one-half.

MSC:

65C30 Numerical solutions to stochastic differential and integral equations
60H10 Stochastic ordinary differential equations (aspects of stochastic analysis)

References:

[1] Appleby, J. A.D.; Mao, X.; Wu, H., On the almost sure running maxima of solutions of affine stochastic functional differential equations, SIAM J. Math. Anal., 42, 2, 646-678 (2010) · Zbl 1215.34098 · doi:10.1137/080738404
[2] Bao, J.; Huang, X.; Yuan, C., Convergence rate of Euler-Maruyama scheme for SDEs with Hölder-Dini continuous drifts, J. Theor. Probab., 32, 2, 848-871 (2019) · Zbl 1433.60072 · doi:10.1007/s10959-018-0854-9
[3] Bao, J.; Wang, F.-Y.; Yuan, C., Transportation cost inequalities for neutral functional stochastic equations, Z. Anal. Anwend., 32, 4, 457-475 (2013) · Zbl 1290.65004 · doi:10.4171/ZAA/1494
[4] Bao, J.; Yuan, C., Convergence rate of EM scheme for SDDEs, Proc. Am. Math. Soc., 141, 3231-3243 (2013) · Zbl 1277.65006 · doi:10.1090/S0002-9939-2013-11886-1
[5] Bao, J.; Böttcher, B.; Mao, X.; Yuan, C., Convergence rate of numerical solutions to SFDEs with jumps, J. Comput. Appl. Math., 236, 119-131 (2011) · Zbl 1236.65005 · doi:10.1016/j.cam.2011.05.043
[6] Bao, J.; Yuan, C., Large deviations for neutral functional SDEs with jumps, Stochastics, 87, 48-70 (2015) · Zbl 1319.60124 · doi:10.1080/17442508.2014.914516
[7] Gyöngy, I.; Rásonyi, M., A note on Euler approximations for SDEs with Hölder continuous diffusion coefficients, Stoch. Process. Appl., 121, 2189-2200 (2011) · Zbl 1226.60095 · doi:10.1016/j.spa.2011.06.008
[8] Gyöngy, I.; Sabanis, S., A note on Euler approximations for stochastic differential equations with delay, Appl. Math. Optim., 68, 391-412 (2013) · Zbl 1293.60068 · doi:10.1007/s00245-013-9211-7
[9] Jiang, F.; Shen, Y.; Wu, F., A note on order of convergence of numerical method for neutral stochastic functional differential equations, Commun. Nonlinear Sci. Numer. Simul., 17, 1194-1200 (2012) · Zbl 1257.65005 · doi:10.1016/j.cnsns.2011.08.013
[10] Li, X.; Cao, W., On mean-square stability of two-step Maruyama methods for nonlinear neutral stochastic delay differential equations, Appl. Math. Comput., 261, 373-381 (2015) · Zbl 1410.34218
[11] Mao, X., Convergence rates of the truncated Euler-Maruyama method for stochastic differential equations, J. Comput. Appl. Math., 296, 362-375 (2016) · Zbl 1378.65036 · doi:10.1016/j.cam.2015.09.035
[12] Mao, X., Stochastic Differential Equations and Applications (2008), Chichester: Horwood, Chichester · doi:10.1533/9780857099402
[13] Mao, X.; Shen, Y.; Yuan, C., Almost surely asymptotic stability of neutral stochastic differential delay equations with Markovian switching, Stoch. Process. Appl., 118, 1385-1406 (2008) · Zbl 1143.60041 · doi:10.1016/j.spa.2007.09.005
[14] Marinelli, C.; Röckner, M., On maximal inequalities for purely discontinuous martingales in infinite dimensional, Sèminnaire de Probabilitès XLVI, 293-316 (2014) · Zbl 1390.60164 · doi:10.1007/978-3-319-11970-0_10
[15] Milosevic, M., Highly nonlinear neutral stochastic differential equations with time-dependent delay and the Euler-Maruyama method, Math. Comput. Model., 54, 2235-2251 (2011) · Zbl 1235.65009 · doi:10.1016/j.mcm.2011.05.033
[16] Ngo, H. L.; Taguchi, D., On the Euler-Maruyama scheme for SDEs with bounded variation and Hölder continuous coefficients, Math. Comput. Simul., 161, 102-112 (2019) · Zbl 1540.65024 · doi:10.1016/j.matcom.2019.01.012
[17] Pamen, O. M.; Taguchi, D., Strong rate of convergence for the Euler-Maruyama approximation of SDEs with Hölder continuous drift coefficient, Stoch. Process. Appl., 127, 8, 2542-2559 (2017) · Zbl 1367.60090 · doi:10.1016/j.spa.2016.11.008
[18] Obradović, M.; Milošević, M., Stability of a class of neutral stochastic differential equations with unbounded delay and Markovian switching and the Euler-Maruyama method, J. Comput. Appl. Math., 309, 244-266 (2017) · Zbl 1351.60074 · doi:10.1016/j.cam.2016.06.038
[19] Sabanis, S., A note on tamed Euler approximations, Electron. Commun. Probab., 18, 1-10 (2013) · Zbl 1329.60237 · doi:10.1214/ECP.v18-2824
[20] Situ, R., Theory of Stochastic Differential Equations with Jumps and Applications. Mathematical and Analytical Techniques with Applications to Engineering (2005), New York: Springer, New York · Zbl 1070.60002
[21] Wu, F.; Mao, X., Numerical solutions of neutral stochastic functional differential equations, SIAM J. Numer. Anal., 46, 1821-1841 (2008) · Zbl 1173.65004 · doi:10.1137/070697021
[22] Yan, Z.; Xiao, A.; Tang, X., Strong convergence of the split-step theta method for neutral stochastic delay differential equations, Appl. Numer. Math., 120, 215-232 (2017) · Zbl 1370.65004 · doi:10.1016/j.apnum.2017.05.008
[23] Yu, Z., Almost sure and mean square exponential stability of numerical solutions for neutral stochastic functional differential equations, Int. J. Comput. Math., 92, 132-150 (2015) · Zbl 1322.60140 · doi:10.1080/00207160.2014.887699
[24] Yuan, C.; Mao, X., A note on the rate of convergence of the Euler-Maruyama method for stochastic differential equations, Stoch. Anal. Appl., 26, 325-333 (2008) · Zbl 1136.60040 · doi:10.1080/07362990701857251
[25] Yuan, C.; Glover, W., Approximate solutions of stochastic differential delay equations with Markovian switching, J. Comput. Appl. Math., 194, 207-226 (2006) · Zbl 1098.65005 · doi:10.1016/j.cam.2005.07.004
[26] Zhou, S., Exponential stability of numerical solution to neutral stochastic functional differential equation, Appl. Math. Comput., 266, 441-461 (2015) · Zbl 1410.65013
[27] Zhou, S.; Fang, Z., Numerical approximation of nonlinear neutral stochastic functional differential equations, J. Appl. Math. Comput., 41, 427-445 (2013) · Zbl 1300.34183 · doi:10.1007/s12190-012-0605-5
[28] Zhou, S.; Jin, H., Numerical solution to highly nonlinear neutral-type stochastic differential equation, Appl. Numer. Math., 140, 48-75 (2019) · Zbl 07065962 · doi:10.1016/j.apnum.2019.01.014
[29] Zong, X.; Wu, F.; Huang, C., Exponential mean square stability of the theta approximations for neutral stochastic differential delay equations, J. Comput. Appl. Math., 286, 172-185 (2015) · Zbl 1320.34111 · doi:10.1016/j.cam.2015.03.016
[30] Zong, X.; Wu, F., Exponential stability of the exact and numerical solutions for neutral stochastic delay differential equations, Appl. Math. Model., 40, 19-30 (2016) · Zbl 1443.34089 · doi:10.1016/j.apm.2015.05.001
[31] Zhang, W.; Song, M. H.; Liu, M. Z., Strong convergence of the partially truncated Euler-Maruyama method for a class of stochastic differential delay equations, J. Comput. Appl. Math., 335, 114-128 (2018) · Zbl 1444.34099 · doi:10.1016/j.cam.2017.11.030
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