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Fractional Dynamics at Multiple Times

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Abstract

A continuous time random walk (CTRW) imposes a random waiting time between random particle jumps. CTRW limit densities solve a fractional Fokker-Planck equation, but since the CTRW limit is not Markovian, this is not sufficient to characterize the process. This paper applies continuum renewal theory to restore the Markov property on an expanded state space, and compute the joint CTRW limit density at multiple times.

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References

  1. Meerschaert, M.M., Sikorskii, A.: Stochastic Models for Fractional Calculus. de Gruyter, Berlin (2012)

    MATH  Google Scholar 

  2. Montroll, E.W., Weiss, G.H.: Random walks on lattices. II. J. Math. Phys. 6(2), 167–181 (1965)

    Article  MathSciNet  ADS  Google Scholar 

  3. Scher, H., Montroll, E.W.: Anomalous transit-time dispersion in amorphous solids. Phys. Rev. B 2, 2455–2477 (1975)

    Article  ADS  Google Scholar 

  4. Metzler, R., Klafter, J.: The random walk’s guide to anomalous diffusion: a fractional dynamics approach. Phys. Rep. 339(1), 1–77 (2000)

    Article  MathSciNet  ADS  MATH  Google Scholar 

  5. Benson, D.A., Meerschaert, M.M.: A simple and efficient random walk solution of multi-rate mobile/immobile mass transport equations. Adv. Water Resour. 32(4), 532–539 (2009)

    Article  ADS  Google Scholar 

  6. Scalas, E.: Five years of continuous-time random walks in econophysics. In: The Complex Networks of Economic Interactions, vol. 567, pp. 3–16 (2006)

    Chapter  Google Scholar 

  7. Billingsley, P.: Convergence of Probability Measures, 2nd edn. Wiley, New York (1968)

    MATH  Google Scholar 

  8. Feller, W.: An Introduction to Probability Theory and Its Applications, 2nd edn. Wiley, New York (1971)

    MATH  Google Scholar 

  9. Skorohod, A.V.: Limit theorems for stochastic processes with independent increments. Teor. Veroâtn. Ee Primen. 2, 145–177 (1957)

    MathSciNet  Google Scholar 

  10. Meerschaert, M.M., Scheffler, H.-P.: Limit theorems for continuous-time random walks with infinite mean waiting times. J. Appl. Probab. 638(3), 623–638 (2004)

    Article  MathSciNet  Google Scholar 

  11. Straka, P., Henry, B.I.: Lagging and leading coupled continuous time random walks, renewal times and their joint limits. Stoch. Process. Appl. 121(2), 324–336 (2011)

    Article  MathSciNet  MATH  Google Scholar 

  12. Saichev, A.I., Zaslavsky, G.M.: Fractional kinetic equations: solutions and applications. Chaos 7(4), 753–764 (1997)

    Article  MathSciNet  ADS  MATH  Google Scholar 

  13. Barkai, E., Metzler, R., Klafter, J.: From continuous time random walks to the fractional Fokker-Planck equation. Phys. Rev. E 61(1), 132 (2000)

    Article  MathSciNet  ADS  Google Scholar 

  14. Baeumer, B., Meerschaert, M.M.: Stochastic solutions for fractional Cauchy problems. Fract. Calc. Appl. Anal. 4(4), 481–500 (2001)

    MathSciNet  MATH  Google Scholar 

  15. Henry, B.I., Langlands, T.A.M., Straka, P.: Fractional Fokker-Planck equations for subdiffusion with space- and time-dependent forces. Phys. Rev. Lett. 105(17), 170602 (2010)

    Article  ADS  Google Scholar 

  16. Baule, A., Friedrich, R.: A fractional diffusion equation for two-point probability distributions of a continuous-time random walk. Europhys. Lett. 77, 10002 (2007)

    Article  MathSciNet  ADS  Google Scholar 

  17. Meerschaert, M.M., Straka, P.: Semi-Markov approach to continuous time random walk limit processes. arXiv:1206.1960 (2012)

  18. Bertoin, J.: Subordinators: examples and applications In: Lect. Probab. Theory Stat., pp. 1–91 (2004)

    Chapter  Google Scholar 

  19. Barkai, E., Cheng, Y.C.: Aging continuous time random walks. J. Chem. Phys. 118(14), 6167 (2003)

    Article  ADS  Google Scholar 

  20. Meerschaert, M.M., Scheffler, H.-P.: Triangular array limits for continuous time random walks. Stoch. Process. Appl. 118(9), 1606–1633 (2008)

    Article  MathSciNet  MATH  Google Scholar 

  21. Rosiński, J.: Tempering stable processes. Stoch. Process. Appl. 117(6), 677–707 (2007)

    Article  MATH  Google Scholar 

  22. Meerschaert, M.M., Zhang, Y., Baeumer, B.: Tempered anomalous diffusions in heterogeneous systems. Geophys. Res. Lett. 35, L17403–L17407 (2008)

    Article  ADS  Google Scholar 

  23. Stanislavsky, A., Weron, K., Weron, A.: Diffusion and relaxation controlled by tempered α-stable processes. Phys. Rev. E 78(5), 6–11 (2008)

    Article  MathSciNet  Google Scholar 

  24. Chechkin, A.V., Hofmann, M., Sokolov, I.M.: Continuous-time random walk with correlated waiting times. Phys. Rev. E 80(3), 031112 (2009)

    Article  MathSciNet  ADS  Google Scholar 

  25. Magdziarz, M., Metzler, R., Szczotka, W., Zebrowski, P.: Correlated continuous-time random walks—scaling limits and Langevin picture. J. Stat. Mech. 2012, P04010 (2012)

    Article  Google Scholar 

  26. Tejedor, V., Metzler, R.: Anomalous diffusion in correlated continuous time random walks. J. Phys. A, Math. Theor. 43, 082002 (2010)

    Article  MathSciNet  ADS  Google Scholar 

  27. Barkai, E., Sokolov, I.M.: Multi-point distribution function for the continuous time random walk. J. Stat. Mech. 2007(08), P08001 (2007)

    Article  MathSciNet  Google Scholar 

  28. Zaburdaev, V.Y.: Microscopic approach to random walks. J. Stat. Phys. 133(1), 159–167 (2008)

    Article  MathSciNet  ADS  MATH  Google Scholar 

  29. Politi, M., Kaizoji, T., Scalas, E.: Full characterization of the fractional Poisson process. Europhys. Lett. 96(2), 20004 (2011)

    Article  ADS  Google Scholar 

  30. Jurlewicz, A., Kern, P., Meerschaert, M.M., Scheffler, H.-P.: Fractional governing equations for coupled random walks. Comput. Math. Appl. 64(10), 3021–3036 (2012)

    Article  MathSciNet  Google Scholar 

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Correspondence to Mark M. Meerschaert.

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This research was partially supported by NSF grants DMS-1025486, DMS-0803360, and NIH grant R01-EB012079.

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Meerschaert, M.M., Straka, P. Fractional Dynamics at Multiple Times. J Stat Phys 149, 878–886 (2012). https://doi.org/10.1007/s10955-012-0638-z

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  • DOI: https://doi.org/10.1007/s10955-012-0638-z

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