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First passage time moments of asymmetric Lévy flights

Amin Padash, Aleksei V Chechkin, Bartłomiej Dybiec, Marcin Magdziarz, Babak Shokri, Ralf Metzler

2020Journal of Physics A Mathematical and Theoretical25 citationsDOIOpen Access PDF

Abstract

Abstract We investigate the first-passage dynamics of symmetric and asymmetric Lévy flights in semi-infinite and bounded intervals. By solving the space-fractional diffusion equation, we analyse the fractional-order moments of the first-passage time probability density function for different values of the index of stability and the skewness parameter. A comparison with results using the Langevin approach to Lévy flights is presented. For the semi-infinite domain, in certain special cases analytic results are derived explicitly, and in bounded intervals a general analytical expression for the mean first-passage time of Lévy flights with arbitrary skewness is presented. These results are complemented with extensive numerical analyses.

Topics & Concepts

SkewnessBounded functionProbability density functionMathematicsStatistical physicsFirst-hitting-time modelStability (learning theory)Applied mathematicsDiffusionProbability distributionMathematical analysisMoment (physics)Function (biology)Distribution (mathematics)Stochastic processLarge deviations theoryPhysicsIndex (typography)Brownian motionDynamics (music)Expression (computer science)Central momentSecond moment of areaVariance (accounting)Symmetric probability distributionExpected valueFractional Differential Equations Solutionsstochastic dynamics and bifurcationDiffusion and Search Dynamics
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