Finite-energy Levy-type motion through heterogeneous ensemble of Brownian particles
Sliusarenko O. Y., Vitali S., Sposini V., Paradisi P., Chechkin A., Castellani G., Pagnini G.
heterogeneous ensemble of Brownian particles Modeling and Simulation Mathematical Physics Gaussian processe Biological transport Anomalous diffusion Physics - Biological Physics biological transport heterogeneous ensemble of Brownian particle General Physics and Astronomy fractional diffusion Fractional diffusion Statistical and Nonlinear Physics Institut für Physik und Astronomie Levy walk Heterogeneous ensemble of Brownian particles Langevin equation Gaussian processes Condensed Matter - Statistical Mechanics Statistics and Probability anomalous diffusion Lévy walk
Complex systems are known to display anomalous diffusion, whose signature is a space/time scaling x similar to t(delta) with delta not equal 1/2 in the probability density function (PDF). Anomalous diffusion can emerge jointly with both Gaussian, e.g. fractional Brownian motion, and power-law decaying distributions, e.g. Levy Flights or Levy Walks (LWs). Levy flights get anomalous scaling, but, being jumps of any size allowed even at short times, have infinite position variance, infinite energy and discontinuous paths. LWs, which are based on random trapping events, overcome these limitations: they resemble a Levy-type power-law distribution that is truncated in the large displacement range and have finite moments, finite energy and, even with discontinuous velocity, they are continuous. However, LWs do not take into account the role of strong heterogeneity in many complex systems, such as biological transport in the crowded cell environment. In this work we propose and discuss a model describing a heterogeneous ensemble of Brownian particles (HEBP). Velocity of each single particle obeys a standard underdamped Langevin equation for the velocity, with linear friction term and additive Gaussian noise. Each particle is characterized by its own relaxation time and velocity diffusivity. We show that, for proper distributions of relaxation time and velocity diffusivity, the HEBP resembles some LW statistical features, in particular power-law decaying PDF, long-range correlations and anomalous diffusion, at the same time keeping finite position moments and finite energy. The main differences between the HEBP model and two different LWs are investigated, finding that, even when both velocity and position PDFs are similar, they differ in four main aspects: (i) LWs are biscaling, while HEBP is monoscaling; (ii) a transition from anomalous (delta = 1/2) to normal (delta = 1/2) diffusion in the long-time regime is seen in the HEBP and not in LWs; (iii) the power-law index of the position PDF and the space/time diffusion scaling are independent in the HEBP, while they both depend on the scaling of the interevent time PDF in LWs; (iv) at variance with LWs, our HEBP model obeys a fluctuation-dissipation theorem.
Source: Journal of physics. A, Mathematical and theoretical (Print) 52 (2019). doi:10.1088/1751-8121/aafe90
Publisher: IOP Publishing,, Bristol , Regno Unito
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@article{oai:it.cnr:prodotti:401214,
title = {Finite-energy Levy-type motion through heterogeneous ensemble of Brownian particles},
author = {Sliusarenko O. Y. and Vitali S. and Sposini V. and Paradisi P. and Chechkin A. and Castellani G. and Pagnini G.},
publisher = {IOP Publishing,, Bristol , Regno Unito},
doi = {10.1088/1751-8121/aafe90},
journal = {Journal of physics. A, Mathematical and theoretical (Print)},
volume = {52},
year = {2019}
}
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