Fractional diffusion equations and processes with randomly varying time
Authors:
- Enzo OrsingherEOEnzo Orsingher
- Luisa BeghinLBLuisa Beghin
Preprint
Abstract
In this paper the solutions $u_{\nu}=u_{\nu}(x,t)$ to fractional diffusion equations of order $0<\nu \leq 2$ are analyzed and interpreted as densities of the composition of various types of stochastic processes. For the fractional equations of order $\nu =\frac{1}{2^n}$, $n\geq 1,$ we show that the solutions $u_{{1/2^n}}$ correspond to the distribution of the $n$-times iterated Brownian motion. For these processes the distributions of the maximum and of the sojourn time are explicitly given. The case of fractional equations of order $\nu =\frac{2}{3^n}$, $n\geq 1,$ is also investigated and related to Brownian motion and processes with densities expressed in terms of Airy functions. In the general case we show that $u_{\nu}$ coincides with the distribution of Brownian motion with random time or of different processes with a Brownian time. The interplay between the solutions $u_{\nu}$ and stable distributions is also explored. Interesting cases involving the bilateral exponential distribution are obtained in the limit.
Keywords
All Related Versions
- Version 1, 2011-02-23, ArXiv
- Published version: The Annals of Probability, 37 (1), 206.
This publication has 21 references indexed in Scilit:
- The first experimental confirmation of the fractional kinetics containing the complex-power-law exponents: Dielectric measurements of polymerization reactionsPhysica B: Condensed Matter, 2007
- ‘Fractional’ kinetic equations and ‘universal’ decoupling of a memory function in mesoscale regionPhysica A: Statistical Mechanics and its Applications, 2006
- The distribution of the local time for “pseudoprocesses” and its connection with fractional diffusion equationsStochastic Processes and their Applications, 2005
- Time-fractional telegraph equations and telegraph processes with brownian timeProbability Theory and Related Fields, 2003
- On Sojourn Distributions of Processes Related to Some Higher-Order Heat-Type EquationsJournal of Theoretical Probability, 2000
- Invariance of a Partial Differential Equation of Fractional Order under the Lie Group of Scaling TransformationsJournal of Mathematical Analysis and Applications, 1998
- The fundamental solutions for the fractional diffusion-wave equationApplied Mathematics Letters, 1996
- Composition of stochastic processes governed by higher-order parabolic and hyperbolic equationsJournal of Theoretical Probability, 1996
- The uniform modulus of continuity of iterated Brownian motionJournal of Theoretical Probability, 1996
- The realization of the generalized transfer equation in a medium with fractal geometryPhysica Status Solidi (b), 1986