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