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Finite Dimensional Markov Process Approximation for Time-Delayed Stochastic Dynamical Systems

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Part of the book series: IUTAM Bookseries ((IUTAMBOOK,volume 29))

Abstract

This paper presents a method of finite dimensional Markov process (FDMP) approximation for stochastic dynamical systems with time delay. The FDMP method preserves the standard state space format of the system, and allows us to apply all the existing methods and theories for analysis and control of stochastic dynamical systems. The paper presents the theoretical framework for stochastic dynamical systems with time delay based on the FDMP method, including the FPK equation, backward Kolmogorov equation, and reliability formulation. The work of this paper opens a door to various studies of stochastic dynamical systems with time delay.

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References

  1. Yang, B., Wu, X.: Modal expansion of structural systems with time delays. AIAA Journal 36(12), 2218–2224 (1998)

    Article  MathSciNet  ADS  Google Scholar 

  2. Stepan, G.: Delay-differential equation models for machine tool chatter. In: Moon, F.C. (ed.) Dynamics and Chaos in Manufacturing Processes, pp. 165–192. Wiley, New York (1998)

    Google Scholar 

  3. Deshmukh, V., Butcher, E.A., Bueler, E.: Dimensional reduction of nonlinear delay differential equations with periodic coefficients using Chebyshev spectral collocation. Nonlinear Dynamics 52(1-2), 137–149 (2008)

    Article  MathSciNet  MATH  Google Scholar 

  4. Deshmukh, V., Ma, H., Butchern, E.A.: Optimal control of parametrically excited linear delay differential systems via Chebyshev polynomials. Optimal Control Applications and Methods 27, 123–136 (2006)

    Article  MathSciNet  Google Scholar 

  5. Ma, H., Deshmukh, V., Butcher, E.A., Averina, V.: Delayed state feedback and chaos control for time periodic systems via a symbolic approach. Communications in Nonlinear Science and Numerical Simulation 10(5), 479–497 (2005)

    Article  MathSciNet  ADS  MATH  Google Scholar 

  6. Ma, H., Butcher, E.A., Bueler, E.: Chebyshev expansion of linear and piecewise linear dynamic systems with time delay and periodic coefficients under control excitations. Journal of Dynamic Systems, Measurement, and Control 125, 236–243 (2003)

    Article  Google Scholar 

  7. Ali, M.S., Hou, Z.K., Noori, M.N.: Stability and performance of feedback control systems with time delays. Computers and Structures 66(2-3), 241–248 (1998)

    Article  MATH  Google Scholar 

  8. Niculescu, S.I., Verriest, E.I., Dugard, L., Dion, J.M.: Stability of linear systems with delayed state: A guided tour. In: Proceedings of the IFAC Workshop: Linear Time Delay Systems, Grenoble, France, pp. 31–38 (1998)

    Google Scholar 

  9. Kuchler, U., Platen, E.: Weak discrete time approximation of stochastic differential equations with time delay. Mathematics and Computers in Simulation 59(6), 497–507 (2002)

    Article  MathSciNet  Google Scholar 

  10. Buckwar, E.: Introduction to the numerical analysis of stochastic delay differential equations. Journal of Computational and Applied Mathematics 125(1-2), 297–307 (2000)

    Article  MathSciNet  ADS  MATH  Google Scholar 

  11. Guillouzic, S., L’Heureux, I., Longtin, A.: Small delay approximation of stochastic delay differential equations. Physical Review E Statistical Physics, Plasmas, Fluids, and Related Interdisciplinary Topics 59(4), 3970–3982 (1999)

    Google Scholar 

  12. Frank, T.D., Beek, P.J.: Stationary solutions of linear stochastic delay differential equations: Applications to biological systems. Physical Review E Statistical Physics, Plasmas, Fluids, and Related Interdisciplinary Topics 64(2 I), 1–12 (2001)

    Google Scholar 

  13. Fu, Y., Tian, Z., Shi, S.: State feedback stabilization for a class of stochastic time-delay nonlinear systems. IEEE Transactions on Automatic Control 48(2), 282–286 (2003)

    Article  MathSciNet  Google Scholar 

  14. Pinto, O.C., Goncalves, P.B.: Control of structures with cubic and quadratic non-linearities with time delay consideration. Revista Brasileira de Ciencias Mecanicas/Journal of the Brazilian Society of Mechanical Sciences 24(2), 99–104 (2002)

    Google Scholar 

  15. Klein, E.J., Ramirez, W.F.: State controllability and optimal regulator control of time-delayed systems. International Journal of Control 74(3), 281–289 (2001)

    Article  MathSciNet  MATH  Google Scholar 

  16. Insperger, T., Stepan, G.: Semi-discretization of delayed dynamical systems. In: Proceedings of ASME 2001 Design Engineering Technical Conferences and Computers and Information in Engineering Conference, Pittsburgh, Pennsylvania (2001)

    Google Scholar 

  17. Insperger, T., Stepan, G.: Semi-discretization method for delayed systems. International Journal for Numerical Methods in Engineering 55(5), 503–518 (2002)

    Article  MathSciNet  MATH  Google Scholar 

  18. Sun, J.Q.: A method of continuous time approximation of delayed dynamical systems. Communications in Nonlinear Science and Numerical Simulation 14(4), 998–1007 (2009)

    Article  MathSciNet  ADS  Google Scholar 

  19. Bellen, A., Maset, S.: Numerical solution of constant coefficient linear delay differential equations as abstract Cauchy problems. Numerische Mathematik 84, 351–374 (2000)

    Article  MathSciNet  MATH  Google Scholar 

  20. Engelborghs, K., Roose, D.: On stability of LMS methods and characteristic roots of delay differential equations. IMA Journal of Numerical Analysis 40, 629–650 (2002)

    MathSciNet  MATH  Google Scholar 

  21. Maset, S.: Numerical solution of retarded functional differential equations as abstract Cauchy problems. Journal of Computational and Applied Mathematics 161, 259–282 (2003)

    Article  MathSciNet  ADS  MATH  Google Scholar 

  22. Koto, T.: Method of lines approximations of delay differential equations. Computers and Mathematics with Applications 48, 45–59 (2004)

    Article  MathSciNet  MATH  Google Scholar 

  23. Breda, D., Maset, S., Vermiglio, R.: Computing the characteristic roots for delay differential equations. IMA Journal of Numerical Analysis 24, 1–19 (2004)

    Article  MathSciNet  MATH  Google Scholar 

  24. Breda, D., Maset, S., Vermiglio, R.: Pseudospectral differencing methods for characteristic roots of delay differential equations. SIAM Journal Science Computing 27, 482–495 (2005)

    Article  MathSciNet  MATH  Google Scholar 

  25. Koto, T.: Stability of implicit-explicit linear multistep methods for ordinary and delay differential equations. Frontiers of Mathematics in China 4, 113–129 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  26. Lin, Y.K., Cai, G.Q.: Probabilistic Structural Dynamics - Advanced Theory and Applications. McGraw-Hill, New York (1995)

    Google Scholar 

  27. Sun, J.Q.: Stochastic Dynamics and Control. Elsevier Science, Ltd., Oxford (2006)

    Google Scholar 

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Sun, JQ. (2011). Finite Dimensional Markov Process Approximation for Time-Delayed Stochastic Dynamical Systems. In: Zhu, W.Q., Lin, Y.K., Cai, G.Q. (eds) IUTAM Symposium on Nonlinear Stochastic Dynamics and Control. IUTAM Bookseries, vol 29. Springer, Dordrecht. https://doi.org/10.1007/978-94-007-0732-0_11

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  • DOI: https://doi.org/10.1007/978-94-007-0732-0_11

  • Publisher Name: Springer, Dordrecht

  • Print ISBN: 978-94-007-0731-3

  • Online ISBN: 978-94-007-0732-0

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