Abstract
In this paper, we develop an operator splitting scheme for the fractional kinetic Fokker-Planck equation (FKFPE). The scheme consists of two phases: a fractional diffusion phase and a kinetic transport phase. The first phase is solved exactly using the convolution operator while the second one is solved approximately using a variational scheme that minimizes an energy functional with respect to a certain Kantorovich optimal transport cost functional. We prove the convergence of the scheme to a weak solution to FKFPE. As a by-product of our analysis, we also establish a variational formulation for a kinetic transport equation that is relevant in the second phase. Finally, we discuss some extensions of our analysis to more complex systems.
Original language | English (US) |
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Pages (from-to) | 5707-5727 |
Number of pages | 21 |
Journal | Discrete and Continuous Dynamical Systems- Series A |
Volume | 39 |
Issue number | 10 |
DOIs | |
State | Published - 2019 |
Externally published | Yes |
Bibliographical note
Publisher Copyright:© 2019 American Institute of Mathematical Sciences. All rights reserved.
Keywords
- Fractional kinetic Fokker-Planck equation
- Kinetic transport equation
- Operator splitting
- Optimal transportation
- Variational method