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Continuous time random walk models associated with distributed order diffusion equations

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Published/Copyright: May 23, 2015

Abstract

In this paper continuous time and discrete random walk models approximating diffusion processes associated with time-fractional and spacedistributed order differential equations are studied. Stochastic processes associated with the considered equations represent time-changed processes, where the time-change process is the inverse to a Levy’s stable subordinator with the stability index β ∈ (0, 1). In the paper the convergence of modeled continuous time and discrete random walks to time-changed processes associated with distributed order fractional diffusion equations are proved using an analytic method.

References

[1] E. Andries, S. Umarov, St. Steinberg, Monte Carlo random walk simulations based on distributed order differential equations with applications to cell biology. Fract. Calc. Appl. Anal. 9, No 4 (2006), 351-369; available at http://www.math.bas.bg/∼fcaa.Search in Google Scholar

[2] K.S. Fa, Uncoupled continuous-time random walk: finite jump length probability density function. J. Phys. A: Math. Theor. 45 (2012), ID # 195002 (11 pp).10.1088/1751-8113/45/19/195002Search in Google Scholar

[3] R. Gorenflo, Fractional calculus: Some numerical methods. In: A. Carpinteri, F. Mainardi (Eds), Fractals and Fractional Calculus in Continuum Mechanics. Springer-Verlag, Wien-New York, 1997, 277-290.Search in Google Scholar

[4] R. Gorenflo, E.A. Abdel-Rehim, Convergence of the Gr¨unwald- Letnikov scheme for time-fractional diffusion. J. of Computational and Applied Mathematics 205 (2007), 871-881.Search in Google Scholar

[5] R. Gorenflo, Yu. Luchko, S. Umarov, The Cauchy and multi-point partial pseudo-differential equations of fractional order. Fract. Calc. Appl. Anal. 3, No 3 (2000), 249-275.Search in Google Scholar

[6] R. Gorenflo, F. Mainardi, D. Moretti, G. Pagnini, P. Paradisi, Discrete random walk models for space-time fractional diffusion. Chemical Physics 284 (2002), 521-541.Search in Google Scholar

[7] R. Gorenflo, A. Vivoli, F. Mainardi, Discrete and continuous random walk models for space-time fractional diffusion. Nonlinear Dynamics 38 (2004), 101-116.Search in Google Scholar

[8] H.J. Haubold, A.M. Mathai, R.K. Saxena, Mittag-Leffler functions and their applications. J. of Applied Mathematics 2011 (2011), ID # 298628 (51 pp).10.1155/2011/298628Search in Google Scholar

[9] M. Hahn, K. Kobayashi, S. Umarov, SDEs driven by a timechanged L´evy process and their associated time-fractional order pseudodifferential equations. J. of Theoretical Probability 25, No 1 (2012), 262-279.Search in Google Scholar

[10] M. Hahn, K. Kobayashi, S. Umarov, Fokker-Planck-Kolmogorov equations associated with time-changed fractional Brownian motion. Proc. American Mathematical Society 139, No 2 (2011), 691-705.Search in Google Scholar

[11] M. Hahn, S. Umarov, Fractional Fokker-Plank-Kolmogorov type equations and their associated stochastic differential equations. Fract. Calc. Appl. Anal. 14, No 1 (2011), 56-79; DOI: 10.2478/s13540-011-0005-9; http://www.degruyter.com/view/j/fca.2011.14.issue-1/ s13540-011-0005-9/s13540-011-0005-9.xml; http://link.springer.com/article/10.2478/s13540-011-0005-9.Search in Google Scholar

[12] L. Hörmander, The Analysis of Linear Partial Differential Operators. III. Pseudo-Differential Operators. Springer-Verlag, Berlin, 1985.Search in Google Scholar

[13] F. Liu, S. Shen, V. Anh, I. Turner, Analysis of a discrete non- Markovian random walk approximation for the time fractional diffusion equation. ANZIAM Journal 46 (2005), 488-504.Search in Google Scholar

[14] M. Meerschaert, H-P. Scheffler, Limit theorems for continuous time random walks with infinite mean waiting times. J. of Applied Probability 41, No 3 (2004), 623-638.Search in Google Scholar

[15] R. Metzler, J. Klafter, The random walk’s guide to anomalous diffusion: a fractional dynamics approach. Physics Reports 339 (2000), 1-77.Search in Google Scholar

[16] R. Metzler, J. Klafter, The restaurant in the end of random walk Physics A: Mathematical and General 37, No 31 (2004), 161-208.Search in Google Scholar

[17] E.W. Montroll, G.H. Weiss, Random walks on lattices II, J. Math. Phys. 6 (1965), 167-181.10.1063/1.1704269Search in Google Scholar

[18] S.G. Samko, A.A. Kilbas, O.I. Marichev, Fractional Integrals and Derivatives: Theory and Applications. Gordon and Breach Science Publishers, 1993.Search in Google Scholar

[19] K-I. Sato, Lévy Processes and Infinitely Divisible Distributions. Cambridge University Press, 1999.Search in Google Scholar

[20] E. Scalas, R. Gorenflo, F Mainardi, Fractional calculus and continuoustime finance. Physica A 284 (2000), 376-384.Search in Google Scholar

[21] S. Umarov, R. Gorenflo, On multi-dimensional random walk models approximating symmetric space-fractional diffusion processes. Fract. Calc. Appl. Anal. 8, No 1 (2005), 53-68; available at http://www.math.bas.bg/-fcaa.Search in Google Scholar

[22] S. Umarov, St. Steinberg, Random walk models associated with distributed fractional order differential equations. In: High Dimensional Probability, IMS Lecture Notes - Monograph Ser. 51, 2006, 117-127; DOI: 10.1214/074921706000000798.10.1214/074921706000000798Search in Google Scholar

[23] S. Umarov, R. Gorenflo, The Cauchy and multipoint problem for distributed order fractional differential equations. Zeitschrift f¨ur Analysis und ihre Anwendungen, 24 (2005), 449-466.Search in Google Scholar

[24] K. Weron, A. Jurlewich, M. Magdziarz, Havriliac-Negami response in the framework of the continuous-time random walk. Acta Phys. Polonica B 36 (2005), 1855-1868. Search in Google Scholar

Received: 2014-12-14
Published Online: 2015-5-23
Published in Print: 2015-6-1

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