Nonextensive It\^o-Langevin Dynamics
Statistical Mechanics
2022-07-14 v2
Abstract
We study generalizations of It\^{o}-Langevin dynamics consistent within nonextensive thermostatistics. The corresponding stochastic differential equations are shown to be connected with a wide class of nonlinear Fokker-Planck equations describing correlated anomalous diffusion in fractals. A generalized central limit theorem is proposed in order to demonstrate how such equations emerge as a limit of correlated random variables. In doing so, we connect microscopic and macroscopic descriptions of correlated anomalous diffusion in a mathematically sound way and shed some light in explaining why -Gaussian distributions appear quite often in nature.
Cite
@article{arxiv.2203.14399,
title = {Nonextensive It\^o-Langevin Dynamics},
author = {Leonardo Santos},
journal= {arXiv preprint arXiv:2203.14399},
year = {2022}
}
Comments
Completely rewritten version, 7+8 pages, 4 figures. Comments are still welcome!!