Fractional Fokker-Planck equation for L\'evy flights in nonhomogeneous environments
Tomasz Srokowski

TL;DR
This paper derives and solves a fractional Fokker-Planck equation modeling Lévy flights in nonhomogeneous environments, revealing stationary solutions, scale behaviors, and fractional moment dynamics.
Contribution
It introduces solutions to the fractional Fokker-Planck equation with variable diffusion, including cases with linear and sign-based drift, highlighting new scaling properties and moment behaviors.
Findings
Stationary solutions for linear drift case.
Presence of two scales for sign-based drift with different Lévy indexes.
Fractional moments increase over time, with growth rate depending on bb.
Abstract
The fractional Fokker-Planck equation, which contains a variable diffusion coefficient, is discussed and solved. It corresponds to the L\'evy flights in a nonhomogeneous medium. For the case with the linear drift, the solution is stationary in the long-time limit and it represents the L\'evy process with a simple scaling. The solution for the drift term in the form possesses two different scales which correspond to the L\'evy indexes and . The former component of the solution prevails at large distances but it diminishes with time for a given . The fractional moments, as a function of time, are calculated. They rise with time and the rate of this growth increases with .
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
