Escape from bounded domains driven by multivariate -stable noises. Szczepaniec, K. & Dybiec, B. Journal of Statistical Mechanics: Theory and Experiment, 2015. doi abstract bibtex © 2015 IOP Publishing Ltd and SISSA Medialab srl. In this paper we provide an analysis of a mean first passage time problem of a random walker subject to a bivariate -stable Lévy-type noise from a 2-dimensional disk. For an appropriate choice of parameters the mean first passage time reveals non-trivial, non-monotonous dependence on the stability indexdescribing jumps' length asymptotics both for spherical and Cartesian Lévy flights. Finally, we study escape from a d-dimensional hypersphere showing that a d-dimensional escape process can be used to discriminate between various types of multivariate -stable noises, especially spherical and Cartesian Lévy flights.
@article{
title = {Escape from bounded domains driven by multivariate -stable noises},
type = {article},
year = {2015},
keywords = {diffusion,driven diffusive systems (theory),stochastic particle dynamics (theory),stochastic processes (theory)},
volume = {2015},
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abstract = {© 2015 IOP Publishing Ltd and SISSA Medialab srl. In this paper we provide an analysis of a mean first passage time problem of a random walker subject to a bivariate -stable Lévy-type noise from a 2-dimensional disk. For an appropriate choice of parameters the mean first passage time reveals non-trivial, non-monotonous dependence on the stability indexdescribing jumps' length asymptotics both for spherical and Cartesian Lévy flights. Finally, we study escape from a d-dimensional hypersphere showing that a d-dimensional escape process can be used to discriminate between various types of multivariate -stable noises, especially spherical and Cartesian Lévy flights.},
bibtype = {article},
author = {Szczepaniec, K. and Dybiec, B.},
doi = {10.1088/1742-5468/2015/06/P06031},
journal = {Journal of Statistical Mechanics: Theory and Experiment},
number = {6}
}
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