Heavy-tailed targets and (ab)normal asymptotics in diffusive motion |
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Authors: | Piotr GarbaczewskiVladimir Stephanovich Dariusz K?dzierski |
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Affiliation: | Institute of Physics, University of Opole, 45-052 Opole, Poland |
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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. |
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Keywords: | Diffusive processes Jump-type processes Random processes Fokker-Planck equation Lé vy-stable distribution |
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