Uniform error estimate of an asymptotic preserving scheme for the Lévy-Fokker-Planck equation
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arXiv
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| Hauptverfasser: | , |
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| Format: | Preprint |
| Veröffentlicht: |
2022
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| _version_ | 1866914646362947584 |
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| author | Sun, Weiran Wang, Li |
| author_facet | Sun, Weiran Wang, Li |
| contents | We establish a uniform-in-scaling error estimate for the asymptotic preserving scheme proposed in \cite{XW21} for the Lévy-Fokker-Planck (LFP) equation. The main difficulties stem from not only the interplay between the scaling and numerical parameters but also the slow decay of the tail of the equilibrium state. We tackle these problems by separating the parameter domain according to the relative size of the scaling $ε$: in the regime where $ε$ is large, we design a weighted norm to mitigate the issue caused by the fat tail, while in the regime where $ε$ is small, we prove a strong convergence of LFP towards its fractional diffusion limit with an explicit convergence rate. This method extends the traditional AP estimates to cases where uniform bounds are unavailable. Our result applies to any dimension and to the whole span of the fractional power. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2208_12302 |
| institution | arXiv |
| publishDate | 2022 |
| record_format | arxiv |
| spellingShingle | Uniform error estimate of an asymptotic preserving scheme for the Lévy-Fokker-Planck equation Sun, Weiran Wang, Li Numerical Analysis Analysis of PDEs 65M12, 65M15 We establish a uniform-in-scaling error estimate for the asymptotic preserving scheme proposed in \cite{XW21} for the Lévy-Fokker-Planck (LFP) equation. The main difficulties stem from not only the interplay between the scaling and numerical parameters but also the slow decay of the tail of the equilibrium state. We tackle these problems by separating the parameter domain according to the relative size of the scaling $ε$: in the regime where $ε$ is large, we design a weighted norm to mitigate the issue caused by the fat tail, while in the regime where $ε$ is small, we prove a strong convergence of LFP towards its fractional diffusion limit with an explicit convergence rate. This method extends the traditional AP estimates to cases where uniform bounds are unavailable. Our result applies to any dimension and to the whole span of the fractional power. |
| title | Uniform error estimate of an asymptotic preserving scheme for the Lévy-Fokker-Planck equation |
| topic | Numerical Analysis Analysis of PDEs 65M12, 65M15 |
| url | https://arxiv.org/abs/2208.12302 |