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
Link To Document :
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