Skip to main content
Log in

Ulam method for the Chirikov standard map

  • Statistical and Nonlinear Physics
  • Published:
The European Physical Journal B Aims and scope Submit manuscript

Abstract

We introduce a generalized Ulam method and apply it to symplectic dynamical maps with a divided phase space. Our extensive numerical studies based on the Arnoldi method show that the Ulam approximant of the Perron-Frobenius operator on a chaotic component converges to a continuous limit. Typically, in this regime the spectrum of relaxation modes is characterized by a power law decay for small relaxation rates. Our numerical data show that the exponent of this decay is approximately equal to the exponent of Poincaré recurrences in such systems. The eigenmodes show links with trajectories sticking around stability islands.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  1. V.I. Arnold, A. Avez, Ergodic problems of classical mechanics (Benjamin, Paris, 1968)

  2. I.P. Cornfeld, S.V. Fomin, Y.G. Sinai, Ergodic theory (Springer, N.Y., 1982)

  3. B.V. Chirikov, Research concerning the theory of nonlinear resonance and stochasticity, Preprint No. 267, Institute of Nuclear Physics, Novosibirsk (1969) (in Russian) [Engl. Transl., CERN Trans. 71 - 40, Geneva, October (1971)]

  4. B.V. Chirikov, Phys. Rep. 52, 263 (1979)

    Article  MathSciNet  ADS  Google Scholar 

  5. A.J. Lichtenberg, M.A. Lieberman, Regular and chaotic dynamics (Springer, Berlin 1992)

  6. B. Chirikov, D. Shepelyansky, Scholarpedia 3, 3550 (2008)

    Article  Google Scholar 

  7. J.M. Greene, J. Math. Phys. 20, 1183 (1979)

    Article  ADS  Google Scholar 

  8. R.S. MacKay, Physica D 7, 283 (1983)

    Article  MathSciNet  ADS  Google Scholar 

  9. R.S. MacKay, I.C. Percival, Comm. Math. Phys. 94, 469 (1985)

    Article  MathSciNet  ADS  Google Scholar 

  10. B.V. Chirikov, Critical perturbation in standard map: a better approximation, arXiv:nlin/0006021[nlin.CD] (2000)

  11. S. Aubry, Physica D 7, 240 (1983)

    Article  MathSciNet  ADS  Google Scholar 

  12. R.S. MacKay, J.D. Meiss, I.C. Percival, Physica D 13, 55 (1984)

    Article  MATH  MathSciNet  ADS  Google Scholar 

  13. J.M. Greene, R.S. MacKay, J. Stark, Physica D 21, 267 (1986)

    Article  MATH  MathSciNet  ADS  Google Scholar 

  14. B.V. Chirikov, D.L. Shepelyansky, Proc. IX Int. Conf. on Nonlinear Oscillations (Kiev 1981), Naukova Dumka 2, 420 (1984) [translation, Princeton Univ. Report No. PPPL-TRANS-133, (1983)]

  15. C.F.F. Karney, Physica D 8, 360 (1983)

    Article  MathSciNet  ADS  Google Scholar 

  16. B.V. Chirikov, D.L. Shepelyansky, Physica D 13, 395 (1984)

    Article  MATH  MathSciNet  ADS  Google Scholar 

  17. J. Meiss, E. Ott, Phys. Rev. Lett. 55, 2741 (1985)

    Article  ADS  Google Scholar 

  18. J. Meiss, E. Ott, Physica D 20, 387 (1986)

    Article  MATH  MathSciNet  ADS  Google Scholar 

  19. B.V. Chirikov, D.L. Shepelyansky, Phys. Rev. Lett. 82, 528 (1999)

    Article  ADS  Google Scholar 

  20. B.V. Chirikov, D.L. Shepelyansky, Phys. Rev. Lett. 89, 239402 (2002)

    Article  ADS  Google Scholar 

  21. G. Cristadoro, R. Ketzmerick, Phys. Rev. Lett. 100, 184101 (2008)

    Article  ADS  Google Scholar 

  22. R. Artuso, C. Manchein, Phys. Rev. E 80, 036210 (2009)

    Article  ADS  Google Scholar 

  23. S.M. Ulam, A Collection of mathematical problems, Interscience tracs in pure and applied mathematics, Interscience (New York, 1960), Vol. 8, p. 73

  24. M. Brin, G. Stuck, Introduction to dynamical systems (Cambridge Univ. Press, Cambridge, UK, 2002)

  25. T.-Y. Li, J. Approx. Theory 17, 177 (1976)

    Article  MATH  Google Scholar 

  26. Z. Kovács, T. Tél, Phys. Rev. A 40, 4641 (1989)

    Article  ADS  Google Scholar 

  27. Z. Kaufmann, H. Lustfeld, J. Bene, Phys. Rev. E 53, 1416 (1996)

    Article  MathSciNet  ADS  Google Scholar 

  28. G. Froyland, R. Murray, D. Terhesiu, Phys. Rev. E 76, 036702 (2007)

    Article  MathSciNet  ADS  Google Scholar 

  29. J. Ding, A. Zhou, Physica D 92, 61 (1996)

    Article  MATH  MathSciNet  Google Scholar 

  30. M. Blank, G. Keller, C. Liverani, Nonlinearity 15, 1905 (2002)

    Article  MATH  MathSciNet  ADS  Google Scholar 

  31. D. Terhesiu, G. Froyland, Nonlinearity 21, 1953 (2008)

    Article  MATH  MathSciNet  ADS  Google Scholar 

  32. G. Froyland, S. Lloyd, A. Quas, Ergod. Th. Dynam. Sys. 1, 1 (2008)

    Google Scholar 

  33. C. Schütte, A. Fischer, W. Huisinga, P. Deuflhard, J. Comp. Phys. 151, 146 (1999)

    Article  MATH  ADS  Google Scholar 

  34. G. Froyland, K. Padberg, Physica D 238, 1507 (2009)

    Article  MATH  MathSciNet  ADS  Google Scholar 

  35. D.L. Shepelyansky, O.V. Zhirov, Phys. Rev. E 81, 036213 (2010)

    Article  ADS  Google Scholar 

  36. L. Ermann, D.L. Shepelyansky, Phys. Rev. E 81, 036221 (2010)

    Article  ADS  Google Scholar 

  37. L. Ermann, D.L. Shepelyansky, Eur. Phys. J. B 75, 299 (2010)

    Article  ADS  Google Scholar 

  38. G.W. Stewart, Matrix Algorithms: Eigensystems (SIAM, 2001), Vol. II

  39. Quantware Library, edited by K. Frahm, D.L. Shepelyansky, Section QNR16 at http://www.quantware.ups-tlse.fr/QWLIB/

  40. B.V. Chirikov, Poincaré recurrences in microtron and the global critical structure, preprint arxiv:0006013 [nlin.CD] (2000)

  41. K.M. Frahm, D.L. Shepelyansky, Poincaré recurrences and Ulam method for the Chirikov standard map, in preparation for Eur. Phys. J. B (2010)

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to D. L. Shepelyansky.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Frahm, K., Shepelyansky, D. Ulam method for the Chirikov standard map. Eur. Phys. J. B 76, 57–68 (2010). https://doi.org/10.1140/epjb/e2010-00190-6

Download citation

  • Received:

  • Revised:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1140/epjb/e2010-00190-6

Keywords

Navigation