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Continuous time random walk and diffusion with generalized fractional Poisson process
- Source :
- Physica A: Statistical Mechanics and its Applications, Physica A: Statistical Mechanics and its Applications, Elsevier, 2020, ⟨10.1016/j.physa.2019.123294⟩
- Publication Year :
- 2019
-
Abstract
- A non-Markovian counting process, the `generalized fractional Poisson process' (GFPP) introduced by Cahoy and Polito in 2013 is analyzed. The GFPP contains two index parameters $00$ and a time scale parameter. Generalizations to Laskin's fractional Poisson distribution and to the fractional Kolmogorov-Feller equation are derived. We develop a continuous time random walk subordinated to a GFPP in the infinite integer lattice $\mathbb{Z}^d$. For this stochastic motion, we deduce a `generalized fractional diffusion equation'. In a well-scaled diffusion limit this motion is governed by the same type of fractional diffusion equation as with the fractional Poisson process exhibiting subdiffusive $t^{\beta}$-power law for the mean-square displacement. In the special cases $\alpha=1$ with $0<br />Comment: 27 pages, 4 figures. Accepted for publication in Physica A. arXiv admin note: text overlap with arXiv:1906.09704
- Subjects :
- Statistics and Probability
Integer lattice
FOS: Physical sciences
continuous time random walk
generalized fractional diffusion
Expected value
Poisson distribution
01 natural sciences
Power law
010305 fluids & plasmas
symbols.namesake
fractional Kolmogorov-Feller equation
0103 physical sciences
fractional Poisson process and distribution
Statistical physics
Renewal theory
[PHYS.COND]Physics [physics]/Condensed Matter [cond-mat]
010306 general physics
Condensed Matter - Statistical Mechanics
Physics
Statistical Mechanics (cond-mat.stat-mech)
Counting process
Condensed Matter Physics
Renewal process
symbols
Fractional Poisson process
Continuous-time random walk
Subjects
Details
- Language :
- English
- ISSN :
- 03784371
- Database :
- OpenAIRE
- Journal :
- Physica A: Statistical Mechanics and its Applications, Physica A: Statistical Mechanics and its Applications, Elsevier, 2020, ⟨10.1016/j.physa.2019.123294⟩
- Accession number :
- edsair.doi.dedup.....e88e4ec6a93f31bd54f5aeaf54d94b94