Skip to main content

Advertisement

Log in

Mean Extinction Time in Predator-Prey Model

  • Published:
Journal of Statistical Physics Aims and scope Submit manuscript

Abstract

A basic predator-prey (Lotka-Volterra) system exhibits marginal stability on the deterministic level. Intrinsic demographic stochasticity destroys this stability and drives the system toward extinction of one or both species. We analytically calculate the mean extinction time of such a system and investigate its scaling with the system’s parameters. This mean extinction time, measured in number of population cycles, scales as the square root of the size of the smaller population and as the minus three halves power of the size of the larger population. The analytic results are fully confirmed by Monte-Carlo simulations.

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. Lotka, A.J.: Proc. Natl. Acad. Sci. USA 6, 410 (1920)

    Article  ADS  Google Scholar 

  2. Volterra, V.: Leçons sur la Théorie Mathématique de la Lutte Pour la Vie. Gauthier-Villars, Paris (1931)

    Google Scholar 

  3. Sih, A.: Theor. Popul. Biol. 31(1), 1 (1987)

    Article  MathSciNet  Google Scholar 

  4. Neubert, M., Klepac, P., Van den Driessche, P.: Theor. Popul. Biol. 61(3), 339 (2002)

    Article  MATH  Google Scholar 

  5. Zhou, S., Liu, Y., Wang, G.: Theor. Popul. Biol. 67(1), 23 (2005)

    Article  MATH  MathSciNet  Google Scholar 

  6. McNair, J.: Theor. Popul. Biol. 29(1), 38 (1986)

    Article  MATH  MathSciNet  Google Scholar 

  7. Hethcote, H., Wang, W., Han, L., Ma, Z.: Theor. Popul. Biol. 66(3), 259 (2004)

    Article  Google Scholar 

  8. Wilson, W., De Roos, A., McCauley, E.: Theor. Popul. Biol. 43(1), 91 (1993)

    Article  MATH  Google Scholar 

  9. Comins, H., Blatt, D.: J. Theor. Biol. 48(1), 75 (1974)

    Article  Google Scholar 

  10. May, R.M.: Stability and Complexity in Model Ecosystems. Princeton Univ. Press, Princeton (1975)

    Google Scholar 

  11. Parker, M., Kamenev, A.: Phys. Rev. E 80(2), 021129 (2009)

    ADS  Google Scholar 

  12. Dobrinevski, A., Frey, E.: arXiv:1001.5235v1 (2010)

  13. Gillespie, D.: J. Phys. Chem. 81(25), 2340 (1977)

    Article  Google Scholar 

  14. Reichenbach, T., Mobilia, M., Frey, E.: Phys. Rev. E 74, 051907 (2006)

    MathSciNet  ADS  Google Scholar 

  15. Kamenev, A., Meerson, B.: Phys. Rev. E 77, 061107 (2008)

    MathSciNet  ADS  Google Scholar 

  16. Dykman, M.I., Schwartz, I.B., Landsman, A.S.: Phys. Rev. Lett. 101, 078101 (2008)

    Article  ADS  Google Scholar 

  17. Gaveau, B., Moreau, M., Toth, J.: Lett. Math. Phys. 37, 285 (1996)

    MATH  MathSciNet  ADS  Google Scholar 

  18. Doering, C.R., Sargsyan, K.V., Sander, L.M.: Multiscale Model. Simul. 3, 283 (2005)

    Article  MATH  MathSciNet  Google Scholar 

  19. Dykman, M.I., Mori, E., Ross, J., Hunt, P.M.: J. Chem. Phys. 100, 5735 (1994)

    Article  ADS  Google Scholar 

  20. Elgart, V., Kamenev, A.: Phys. Rev. E 70, 041106 (2004)

    MathSciNet  ADS  Google Scholar 

  21. Assaf, M., Meerson, B.: Phys. Rev. Lett. 97, 200602 (2006)

    Article  ADS  Google Scholar 

  22. Assaf, M., Meerson, B.: Phys. Rev. E 75, 031122 (2007)

    ADS  Google Scholar 

  23. van Kampen, N.G.: Stochastic Processes in Physics and Chemistry. North-Holland, Amsterdam (2001)

    MATH  Google Scholar 

  24. Gardiner, C.W.: Handbook of Stochastic Methods, 3rd edn. Springer, Berlin (2004)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Matt Parker.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Parker, M., Kamenev, A. Mean Extinction Time in Predator-Prey Model. J Stat Phys 141, 201–216 (2010). https://doi.org/10.1007/s10955-010-0049-y

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10955-010-0049-y

Keywords

Navigation