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Construction of Invariant Torus Using Toeplitz Jacobian Matrices/Fast Fourier Transform Approach

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Abstract

The invariant torus is a very important case in the study of nonlinear autonomous systems governed by ordinary differential equations (ODEs). In this paper a new numerical method is provided to approximate the multi-periodic surface formed by an invariant torus by embedding the governing ODEs onto a set of partial differential equations (PDEs). A new characteristic approach to determine the stability of resultant periodic surface is also developed. A system with two strongly coupled van der Pol oscillators is taken as an illustrative example. The result shows that the Toeplitz Jacobian Matrix/Fast Fourier Transform (TJM/FFT) approach introduced previously is accurate and efficient in this application. The application of the method to normal multi-modes of nonlinear Euler beam is given in [1].

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References

  1. Leung, A. Y. T. and Ge, T., ‘Normal multi-modes of nonlinear Euler beams’, Journal of Sound and Vibration 202, 1997, 145–160.

    Google Scholar 

  2. Arnold, V. I., Geometrical Methods in the Theory of Ordinary Differential Equations, Springer-Verlag, New York, 1982.

    Google Scholar 

  3. Goldstein, H., Classical Mechanics, Addison-Wesley, Massachusetts, 1980.

    Google Scholar 

  4. Minorsky, N., Nonlinear Oscillators, Van Nostrand, New York, 1962.

    Google Scholar 

  5. Hale, J. K., Oscillations in Nonlinear Systems, McGraw-Hill, New York, 1963.

    Google Scholar 

  6. Iooss, G. and Joseph, D. D., Elementary Stability and Bifurcation Theory, Springer-Verlag, New York, 1980.

    Google Scholar 

  7. Rand, R. H. and Holmes, P. J., ‘Bifurcation of periodic motions in two weakly coupled van der Pol oscillators’, International Journal of Non-Linear Mechanics 15, 1980, 387–399.

    Google Scholar 

  8. Storti, D. W. and Rand, R. H., ‘Dynamics of two strongly coupled van der Pol oscillators’, International Journal of Non-Linear Mechanics 17, 1982, 143–152.

    Google Scholar 

  9. Hall, S. A. and Iwan, W. D., ‘Oscillation of a self-excited nonlinear system’, ASME Journal of Applied Mechanics 51, 1984, 892–898.

    Google Scholar 

  10. Dieci, L., Lorenz, J., and Russell, R. D., ‘Numerical calculation of invariant tori;, SIAM Journal on Scientific and Statistical Computing 12, 1991, 607–647.

    Google Scholar 

  11. Carr, J., Application of Center Manifold Theory, Springer-Verlag, New York, 1981.

    Google Scholar 

  12. Shaw, S.W. and Pierre, C., ‘Normal modes for nonlinear vibratory systems’, Journal of Sound and Vibration 164, 1992, 203–255.

    Google Scholar 

  13. Gilsinn, D. E., ‘Constructing Galerkin’s approximations of invariant tori using MACSYMA’, Nonlinear Dynamics 8, 1995, 269–305.

    Google Scholar 

  14. Ge, T. and Leung, A. Y. T., ‘A Toeplitz Jacobian matrix/fast Fourier transformation method for steady-state analysis of discontinuous oscillators’, Shock and Vibration 2, 1995, 205–218.

    Google Scholar 

  15. Leung, A. Y. T. and Ge, T., ‘Toeplitz Jacobian matrix method for nonlinear periodic vibration’, ASME Journal of Applied Mechanics 62, 1995, 709–717.

    Google Scholar 

  16. Brigham, E. O., The Fast Fourier Transform, Prentice-Hall, Englewood Cliffs, NJ, 1974.

    Google Scholar 

  17. Urabe, M. and Reiter, A., ‘Numerical computation of nonlinear forced oscillations by Galerkin’s Procedure’, Journal of Mathematical Analysis and Applications 14, 1966, 107–140.

    Google Scholar 

  18. Papoulis, A., The Fourier Integral and Its Applications, McGraw Hill, New York, 1962.

    Google Scholar 

  19. Fenichel, N., ‘Persistence and smoothness of invariant manifolds for flows’, Indiana University Mathematical Journal 21, 1971, 193–226.

    Google Scholar 

  20. Diliberto, S. P., Kyner, W. T., and Freund, R. B., ‘The application of periodic surface theory to the study of satellite orbits’, The Astronomical Journal 66, 1961, 118–128.

    Google Scholar 

  21. Hao, B., Elementary Symbolic Dynamics and Chaos in Dissipative Systems, World Scientific, Singapore, 1989.

    Google Scholar 

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Ge, T., Leung, A.Y.T. Construction of Invariant Torus Using Toeplitz Jacobian Matrices/Fast Fourier Transform Approach. Nonlinear Dynamics 15, 283–305 (1998). https://doi.org/10.1023/A:1008246602555

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  • DOI: https://doi.org/10.1023/A:1008246602555

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