Langevin equation with super-heavy-tailed noise

We extend the Langevin approach to a class of driving noises whose generating processes have independent increments with super-heavy-tailed distributions. The time-dependent generalized Fokker--Planck equation that corresponds to the first-order Langevin equation driven by such a noise is derived an...

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Veröffentlicht in:Journal of physics. A, Mathematical and theoretical Mathematical and theoretical, 2010-07, Vol.43 (28), p.285004-285004
Hauptverfasser: Denisov, S I, Kantz, H, Hänggi, P
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Sprache:eng
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Zusammenfassung:We extend the Langevin approach to a class of driving noises whose generating processes have independent increments with super-heavy-tailed distributions. The time-dependent generalized Fokker--Planck equation that corresponds to the first-order Langevin equation driven by such a noise is derived and solved exactly. This noise generates two probabilistic states of the system, survived and absorbed, that are equivalent to those for a classical particle in an absorbing medium. The connection between the rate of absorption and the super-heavy-tailed distribution of the increments is established analytically. A numerical scheme for the simulation of the Langevin equation with super-heavy-tailed noise is developed and used to verify our theoretical results.
ISSN:1751-8121
1751-8113
1751-8121
DOI:10.1088/1751-8113/43/28/285004