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Generalized polynomial chaos for nonlinear random pantograph equations

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Abstract

This paper is concerned with the application of generalized polynomial chaos (gPC) method to nonlinear random pantograph equations. An error estimation of gPC method is derived. The global error analysis is given for the error arising from finite-dimensional noise (FDN) assumption, projection error, aliasing error and discretization error. In the end, with several numerical experiments, the theoretical results are further illustrated.

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References

  1. Babuska, I., Nobile, F., Tempone, R. A stochastic collocation method for elliptic partial differential equations with random input data. SIAM J. Numer. Anal., 45: 1005–1034 (2007)

    Article  MathSciNet  MATH  Google Scholar 

  2. Beck, J., Nobile, F., Tamellini, L., Tempone, R. Implementation of optimal Galerkin and collocation approximations of PDEs with random coefficients. ESAIM: Proc., 33: 10–21 (2011)

    Article  MathSciNet  MATH  Google Scholar 

  3. Ghanem, R., Spanos, P. Stochastic Finite Elements: A Spectral Approach. Springer-Verlag, New York, 1991

    Book  MATH  Google Scholar 

  4. Gilbert, G., Davies, H.A.H. Pantograph motion on a nearly uniform railway overhead line. Proc. IEE., 113: 485–492 (1966)

    Google Scholar 

  5. Iserles, A. On the generalized pantograph functional differential equation. European J. Appl. Math., 4: 1–38 (1993)

    Article  MathSciNet  MATH  Google Scholar 

  6. Li, S. B-theory of Runge-Kutta methods for still Volterra functional differential equations. Sci. China Ser. A, 46: 662–674 (2003)

    Article  MathSciNet  MATH  Google Scholar 

  7. Narayan, A., Zhou, T. Stochastic collocation on unstructured multivariate meshes. Commun. Comput. Phys., 18: 1–36 (2015)

    Article  MathSciNet  Google Scholar 

  8. Nobile, F., Tempone, R. Analysis and implementation issues for the numerical approximation of parabolic equations with random coefficients. Int. J. Numer. Meth. Eng., 80: 979–1006 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  9. Shi, W., Zhang, C. Error analysis of generalized polynomial chaos for nonlinear random ordinary differential equations. Appl. Numer. Math., 62: 1954–1964 (2012)

    Article  MathSciNet  MATH  Google Scholar 

  10. Shi, W., Zhang, C. Generalized polynomial chaos for nonlinear random delay differential equations, submitted ???

  11. Tang, T., Zhou, T. Recent developments in high order numerical methods for uncertainty quantification. Sci. Sin. Math., 45: 891–928 (2015)

    Google Scholar 

  12. Wang, W., Zhang, C. Analytical and numerical dissipativity for nonlinear generalized pantograph equations. Discrete Contin. Dyn. Syst. Ser. A, 29: 1245–1260 (2011)

    Article  MathSciNet  MATH  Google Scholar 

  13. Xiu D. Numerical Methods for Stochastic Computations: a Spectral Method Approach. Princeton Universtiy Press, Princeton, 2010

    MATH  Google Scholar 

  14. Xiu, D., Karniadakis, G.E. The Wiener-Askey polynomial chaos for stochastic differential equations. SIAM J. Sci. Comput., 24: 619–644 (2002)

    Article  MathSciNet  MATH  Google Scholar 

  15. Xiu, D., Tartakovsky, D.M. Numerical methods for differential equations in random domains. SIAM J. Sci. Comput., 28: 1167–1185 (2006)

    Article  MathSciNet  MATH  Google Scholar 

  16. Zhang, C., Sun, G. The discrete dynamics of nonlinear infinite-delay-differential equations. Appl. Math. Lett., 15: 521–526 (2002)

    Article  MathSciNet  MATH  Google Scholar 

  17. Zhang, C., Sun, G. Nonlinear stability of Runge-Kutta methods applied to infinite-delay-differential equations. Math. Comput. Model., 39: 495–503 (2004)

    Article  MathSciNet  MATH  Google Scholar 

  18. Zhou, T. A stochastic collocation method for delay differential equations with random input. Appl. Math. Mech., 6: 403–418 (2014)

    MathSciNet  MATH  Google Scholar 

  19. Zhou, T., Narayan, A., Xu, Z. Multivariate discrete least-squares approximations with a new type of collocation grid. SIAM J. Sci. Comput., 36: 2401–2422 (2014)

    Article  MathSciNet  MATH  Google Scholar 

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Correspondence to Cheng-jian Zhang.

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Supported by the National Natural Science Foundation of China (No. 11501427, 11571128).

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Shi, Wj., Zhang, Cj. Generalized polynomial chaos for nonlinear random pantograph equations. Acta Math. Appl. Sin. Engl. Ser. 32, 685–700 (2016). https://doi.org/10.1007/s10255-016-0595-4

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  • DOI: https://doi.org/10.1007/s10255-016-0595-4

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