Abstract
The paper investigates numerical approximations for solution of neutral stochastic functional differential equation (NSFDE) with coefficients of the polynomial growth. The main aim is to develop the convergence in probability of Euler-Maruyama approximate solution under highly nonlinear growth conditions. The paper removes the linear growth condition of the existing results replacing by highly nonlinear growth conditions, so the convergence criteria here may cover a wider class of nonlinear systems. Moreover, we also prove the existence-and-uniqueness of the global solutions for NSFDEs with coefficients of the polynomial growth. Finally, two examples is provided to illustrate the main theory.
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References
Buckwar, E.: Introduction to the numerical analysis of stochastic delay differential equations. J. Comput. Appl. Math. 125, 297–307 (2000)
Cen, L., Zhou, S.: Convergence of numerical solutions to neutral stochastic delay differential equation with Markovian switching and Poisson jump. Math. Appl. 23, 219–227 (2010)
Kolmanovskii, V., Koroleva, N., Maizenberg, T., Mao, X., Matasov, A.: Neutral stochastic differential delay equation with Markovian switching. Stoch. Anal. Appl. 21(4), 839–867 (2003)
Li, R., Hou, Y.: Convergence and stability of numerical solutions to SDDEs with Markovian switching. Appl. Math. Comput. 175, 1080–1091 (2006)
Liu, M., Cao, W., Fan, Z.: Convergence and stability of the semi-implicit Euler method for a linear stochastic differential delay equation. J. Comput. Appl. Math. 170, 255–268 (2004)
Mao, X.: Exponential Stability of Stochastic Differential Equation. Dekker, New York (1994)
Mao, X.: Stochastic Differential Equations and Its Application. Horwood, Chichester (1997)
Mao, X.: Numerical solutions of SFDEs under local Lipschitz condition. LMS J. Comput. Math. 6, 141–161 (2003)
Mao, X.: Numerical solutions of stochastic differential delay equations under the generalized Khasminskii-type conditions. Appl. Math. Comput. 217, 5512–5524 (2011)
Mao, X., Sabanis, S.: Numerical solutions of SDDEs under local Lipschitz condition. J. Comput. Appl. Math. 151, 215–227 (2003)
Mao, X., Yuan, C.: Approximations of the Euler-Maruyama type for SDEwMSs under non-Lipschitz condition. J. Comput. Appl. Math. 151, 215–227 (2003)
Mao, X., Yuan, C.: Stochastic Differential Equations with Markovian Switching. Imperial College Press, London (2006)
Milos̆ević, M.: Highly nonlinear neutral stochastic differential equations with time-dependent delay and the Euler-Maruyama method. Math. Comput. Model. 54, 2235–2251 (2011)
Wu, F., Mao, X.: Numerical solutions of neutral stochastic functional differential equations. SIAM J. Numer. Anal. 46, 1821–1841 (2008)
Wu, F., Hu, S., Huang, C.: Robustness of general decay stability of nonlinear neutral stochastic functional differential equations with infinite delay. Syst. Control Lett. 59, 195–202 (2010)
Xue, M., Zhou, S., Hu, S.: Stability of nonlinear neutral stochastic functional differential equations. J. Appl. Math. 2010, ID 425762, 26 pages. doi:10.1155/2010/425762
Zhou, S., Hu, S.: Razumikhin-type theorems of neutral stochastic functional differential equations. Acta Math. Sci. 29, 181–190 (2009)
Zhou, S., Wu, F.: Convergence of numerical solutions to neutral stochastic delay differential equation with Markovian switching. J. Comput. Math. Appl. 229, 85–96 (2009)
Zhou, S., Wang, Z., Feng, D.: Stochastic functional differential equations with infinite delay. J. Math. Anal. Appl. 357, 416–426 (2009)
Zhou, S., Xue, M., Hu, S.: Noise suppresses exponential growth for neutral stochastic differential delay equations. J. Franklin Inst. 348, 853–864 (2011)
Acknowledgements
The authors express their sincere gratitude to two anonymous referees for their detailed comments and helpful suggestions. The financial support from the National Natural Science Foundation of China (Grant No. 70871046) and Fundamental Research Funds for the Central Universities (2011QN167).
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Zhou, S., Fang, Z. Numerical approximation of nonlinear neutral stochastic functional differential equations. J. Appl. Math. Comput. 41, 427–445 (2013). https://doi.org/10.1007/s12190-012-0605-5
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DOI: https://doi.org/10.1007/s12190-012-0605-5
Keywords
- Neutral stochastic functional differential equation
- Polynomial growth conditions
- Convergence in probability
- Numerical approximation
- Euler-Maruyama method