Skip to main content

Anomalous Diffusion by the Fractional Fokker-Planck Equation and Lévy Stable Processes

  • Chapter
  • First Online:
Fractional Dynamics, Anomalous Transport and Plasma Science

Abstract

The work presented here is a review of current developments in modelling anomalous diffusion using a Fokker-Planck description with fractional velocity derivatives and Langevin dynamics where Lévy fluctuations are introduced to model the effect of non-local transport due to fractional diffusion in velocity space. Distribution functions are found using numerical means for varying degree of fractionality of the stable Lévy distribution as solutions to the Fokker-Planck equation and is compared to results from Langevin simulations. The statistical properties of the distribution functions are assessed by a generalized normalized expectation measure and entropy in terms of Tsallis statistical mechanics.

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

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 84.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Hardcover Book
USD 109.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. M. Schlesinger, G.M. Zaslavsky, J. Klafter, Nature 363, 31 (1993)

    Article  ADS  Google Scholar 

  2. I.M. Sokolov, J. Klafter, A. Blumen, Phys. Today 55, 48 (2002)

    Article  Google Scholar 

  3. J. Klafter, I.M. Sokolov, Phys. World 08, 29 (2005)

    Article  Google Scholar 

  4. R. Metzler, J. Klafter Phys. Rep. 339, 1 (2000)

    Article  ADS  Google Scholar 

  5. R. Metzler, J. Klafter, J. Phys. A: Math. Gen. 37, R161 (2004)

    Article  ADS  Google Scholar 

  6. B.B. Mandelbrot, The Fractal Geometry of Nature (W. H. Freeman and Company, San Francisco, 1982)

    MATH  Google Scholar 

  7. J.A. Krommes, Phys. Rep. 360, 1–352 (2002)

    Article  ADS  Google Scholar 

  8. E.W. Montroll, H. Scher, J. Stat. Phys. 9, 101 (1973)

    Article  ADS  Google Scholar 

  9. S.C. Kou, X. Sunney Xie, Phys. Rev. Lett. 93, 180603 (2004)

    Google Scholar 

  10. B.A. Carreras, C. Hidalgo, E. Sanchez, M.A. Pedrosa, R. Balbin, I. Garcia-Cortes, B. van Milligen, D.E. Newman, V.E. Lynch, Phys. Plasmas 3, 2664 (1996)

    Article  ADS  Google Scholar 

  11. B.A. Carreras, B.P. van Milligen, C. Hidalgo, R. Balbin, E. Sanchez, I. Garcia-Cortes, M.A. Pedrosa, J. Bleuel, E. Endler, Phys. Rev. Lett. 83, 3653 (1999)

    Article  ADS  Google Scholar 

  12. B.P. van Milligen, R. Sanchez, B.A. Carreras, V.E. Lynch, B. LaBombard, M.A. Pedrosa, C. Hidalgo, B. Goncalves, R. Balbin, The W7-As Team. Phys. Plasmas 12, 052507 (2005)

    Article  ADS  Google Scholar 

  13. R. Sanchez, D.E. Newman, J.-N. Leboeuf, V.K. Decyk, B.A. Carreras, Phys. Rev. Lett. 101, 205002 (2008)

    Article  ADS  Google Scholar 

  14. D. del-Castillo-Negrete, B.A. Carreras, V.E. Lynch, Phys. Rev. Lett. 94, 065003 (2005)

    Google Scholar 

  15. J. Anderson, P. Xanthopoulos, Phys. Plasmas 17, 110702 (2010)

    Article  ADS  Google Scholar 

  16. E. Kim, H. Liu, J. Anderson, Phys. Plasmas 16, 052304 (2009)

    Article  ADS  Google Scholar 

  17. R. Sanchez, B.A. Carreras, D.E. Newman, V.E. Lynch, B.P. van Milligen, Phys. Rev. E 74, 016305 (2006)

    Article  ADS  MathSciNet  Google Scholar 

  18. S. Moradi, J. Anderson, B. Weyssow, Phys. Plasmas 18, 062106 (2011)

    Article  ADS  Google Scholar 

  19. S. Moradi, J. Anderson, Phys. Plasmas 19, 082307 (2012)

    Article  ADS  Google Scholar 

  20. S. Moradi, J. Anderson, D. del-Castillo-Negrete, Phys. Plasmas 23, 090704 (2016)

    Google Scholar 

  21. T.S. Hahm, Phys. Fluids 31, 2670 (1988)

    Article  ADS  Google Scholar 

  22. S.J. Zweben et al., Plasma Phys. Control. Fusion 49, S1–S23 (2007)

    Article  ADS  Google Scholar 

  23. V. Naulin, J. Nucl. Mater. 363–365, 24–31 (2007)

    Article  ADS  Google Scholar 

  24. S.M. Kaye et al., Phys. Fluids B 2, 2926 (1990)

    Article  ADS  Google Scholar 

  25. N. Lopez Cardozo, Plasma Phys. Controlled Fusion 37, 799 (1995)

    Google Scholar 

  26. K.W. Gentle, R.V. Bravenec, G. Cima, H. Gasquet, G.A. Hallock, P.E. Phillips, D.W. Ross, W.L. Rowan, A.J. Wootton, Phys. Plasmas 2, 2292 (1995)

    Article  ADS  Google Scholar 

  27. P. Mantica, P. Galli, G. Gorini, G.M.D. Hogeweij, J. de Kloe, N.J. Lopes Cardozo, Phys. Rev. Lett. 82, 5048 (1999)

    Google Scholar 

  28. B.P. van-Milligen, E. de la Luna, F.L. Tabars, E. Ascasbar, T. Estrada, F. Castejon, J. Castellano, I. Garcia-Cortes, J. Herranz, C. Hidalgo, J.A. Jimenez, F. Medina, M. Ochando, I. Pastor, M.A. Pedrosa, D. Tafalla, L. Garca, R. Sanchez, A. Petrov, K. Sarksian, N. Skvortsova, Nucl. Fusion 42, 787 (2002)

    Google Scholar 

  29. B.A. Carreras et al., Phys. Rev. Lett. 83, 3653 (1999)

    Article  ADS  Google Scholar 

  30. G.M. Zaslavsky, Phys. Rep. 371, 461 (2002)

    Article  ADS  MathSciNet  Google Scholar 

  31. V.E. Tarasov, J. Phys. Conf. Ser. 7, 17 (2005)

    Article  ADS  Google Scholar 

  32. V.E. Tarasov, Chaos 16, 033108 (2006)

    Article  ADS  MathSciNet  Google Scholar 

  33. G.M. Zaslavsky, Hamiltonian Chaos and Fractional Dynamics (Oxford University Press, Oxford, 2005)

    MATH  Google Scholar 

  34. D. del-Castillo-Negrete, B.A. Carreras, V.E. Lynch, Phys. Plasmas 11, 3854–3864 (2004)

    Google Scholar 

  35. D. del-Castillo-Negrete, Nonlinear Process. Geophys. 17, 795–807 (2010)

    Google Scholar 

  36. J. Anderson, E. Kim, S. Moradi, Phys. Plasmas 21, 122109 (2014)

    Article  ADS  Google Scholar 

  37. A.V. Chechkin, V. Yu, Gonchar, M. Szydlowski, Phys. Plasmas 9, 78 (2002)

    Google Scholar 

  38. S. Borak, W. Härdle, R. Weron, Statistical Tools for Finance and Insurance (Springer, Berlin, 2005), pp. 21–44. http://ideas.repec.org/p/hum/wpaper/sfb649dp2005-008.html

  39. J.M. Chambers, C.L. Mallows, B.W. Stuck, A method for simulating stable random variables. JASA 71, 340–344 (1976)

    Article  MathSciNet  Google Scholar 

  40. R. Weron, J.E. Gentle, W. Härdle, Y. Mori, Computationally intensive value at risk calculations, in Handbook of Computational Statistics: Concepts and Methods (Springer, Berlin, 2004), pp. 911–950

    Google Scholar 

  41. I. Pavlyukevich, M. Riedle, Stoch. Anal. Appl. 33, 271 (2015)

    Article  MathSciNet  Google Scholar 

  42. B. Weyssow, A. Vulpiani, F. Mainardi, et al., Anomalous Transport: Foundations and Applications, ed. by R. Klages, G. Radons, I.M. Sokolov (Wiley, Germany, 2008)

    Google Scholar 

  43. D. del-Castillo-Negrete, Non-diffusive transport in fusion plasmas: fractional diffusion approach, in Proceedings of the “First ITER Summer School: Turbulent Transport in Fusion Plasmas.”AIP Conference Proceedings, vol. 1013 (AIP, Melville, New York, 2008)

    Google Scholar 

  44. S. Chandrasekhar, Rev. Mod. Phys. 21, 383 (1949)

    Article  ADS  Google Scholar 

  45. A.Y. Khintchine, The Mathematical Foundation of Statistical Mechanics (Dover, New York, 1948)

    Google Scholar 

  46. P. Lévy Theorie del ’Addition des Variables (Gauthier-Villiers, Paris, 1937)

    Google Scholar 

  47. B.J. West, V. Seshadri, Phys. A 113, 203 (1982)

    Article  MathSciNet  Google Scholar 

  48. H.C. Fogedby, Phys. Rev. E 50, 1657 (1994)

    Article  ADS  Google Scholar 

  49. H.C. Fogedby, Phys. Rev. Lett. 73, 2517 (1994)

    Article  ADS  Google Scholar 

  50. E. Barkai, Phys. Rev. E. Rapid Commun. 68, 055104(R) (2003)

    Article  ADS  Google Scholar 

  51. C. Tsallis, A.M.C. de Souza, R. Maynard, Lect. Notes Phys. 450, 269 (1995)

    Article  ADS  Google Scholar 

  52. C. Tsallis, D.J. Bukman, Phys. Rev. E 54, R2197 (1996)

    Article  ADS  Google Scholar 

  53. C. Tsallis, R.S. Mendes, A.R. Plastino, Phys. A 261, 534 (1998)

    Article  Google Scholar 

  54. G. Balasis, I.A. Daglis, A. Anastasiadis, C. Papadimitriou, M. Mandea, K. Eftaxias, Phys. A 390, 341 (2011)

    Article  Google Scholar 

  55. G.P. Pavlos, L.P. Karkatsanis, M.N. Xenakis, D. Sarafopoulos, E.G. Pavlos, Phys. A 391, 3069 (2012)

    Article  Google Scholar 

  56. G.P. Pavlos, L.P. Karkatsanis, M.N. Xenakis, Phys. A 391, 6287 (2012)

    Article  Google Scholar 

  57. C. Tsallis, S.V.F. Lévy, A.M.C. Souza, R. Maynard, Phys. Rev. Lett. 75, 3589 (1995)

    Article  ADS  MathSciNet  Google Scholar 

  58. D. Prato, C. Tsallis, Phys. Rev. E 60, 2398 (1999)

    Article  ADS  Google Scholar 

  59. B.B. Kadomtsev, Plasma Turbulence, Chap. III (Academic Press Inc., New York, 1965)

    Google Scholar 

  60. T.H. Dupree, Phys. Fluids 9, 1773 (1966)

    Article  ADS  MathSciNet  Google Scholar 

  61. T.H. Dupree, Phys. Fluids 10, 1049 (1967)

    Article  ADS  Google Scholar 

  62. S.A. Orszag, R.H. Kraichnan, Phys. Fluids 10, 1720 (1967)

    Article  ADS  Google Scholar 

  63. A.I. Saichev, G.M. Zaslavsky, Chaos 7, 753 (1997)

    Article  ADS  MathSciNet  Google Scholar 

  64. J. Weinstock, Phys. Fluids 12, 1045 (1969)

    Article  ADS  MathSciNet  Google Scholar 

  65. J. Weinstock, Phys. Fluids 13, 2308 (1970)

    Article  ADS  Google Scholar 

  66. S. Jespersen, R. Metzler, H.C. Fogedby, Phys. Rev. E 59, 2736 (1999)

    Article  ADS  Google Scholar 

Download references

Acknowledgements

The author would like to acknowledge contributions and fruitful discussions with Dr. E. Kim and Dr. D. del-Castillo-Negrete.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Johan Anderson .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2018 Springer Nature Switzerland AG

About this chapter

Check for updates. Verify currency and authenticity via CrossMark

Cite this chapter

Anderson, J., Moradi, S. (2018). Anomalous Diffusion by the Fractional Fokker-Planck Equation and Lévy Stable Processes. In: Skiadas, C. (eds) Fractional Dynamics, Anomalous Transport and Plasma Science. Springer, Cham. https://doi.org/10.1007/978-3-030-04483-1_4

Download citation

Publish with us

Policies and ethics