Title of article
Heavy-tailed targets and (ab)normal asymptotics in diffusive motion
Author/Authors
Piotr Garbaczewski، نويسنده , , Vladimir Stephanovich، نويسنده , , Dariusz Ke?dzierski، نويسنده ,
Issue Information
روزنامه با شماره پیاپی سال 2011
Pages
19
From page
990
To page
1008
Abstract
We show that, under suitable confinement conditions, the ordinary Fokker–Planck equation may generate non-Gaussian heavy-tailed probability density functions (pdfs) (like, for example, Cauchy or more general Lévy stable distributions) in its long-time asymptotics. In fact, all heavy-tailed pdfs known in the literature can be obtained this way. For the underlying diffusion-type processes, our main focus is on their transient regimes and specifically the crossover features, when an initially infinite number of pdf moments decreases to a few or none at all. The time dependence of the variance (if in existence), tγ with 0<γ<2, may in principle be interpreted as a signature of subdiffusive, normal diffusive or superdiffusive behavior under confining conditions; the exponent γ is generically well defined in substantial periods of time. However, there is no indication of any universal time rate hierarchy, due to a proper choice of the driver and/or external potential.
Journal title
Physica A Statistical Mechanics and its Applications
Serial Year
2011
Journal title
Physica A Statistical Mechanics and its Applications
Record number
874140
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