Generalised Fisher information in defective Fokker-Planck equations

The goal of this work is to introduce and investigate a generalised Fisher Information in the setting of linear Fokker-Planck equations. This functional, which depends on two functions instead of one, exhibits the same decay behaviour as the standard Fisher information, and allows us to investigate different parts of the Fokker-Planck solution via an appropriate decomposition. Focusing almost exclusively on Fokker-Planck equations with constant drift and diffusion matrices, we will use a modification of the well established Bakry-Emery method with this newly defined functional to provide an alternative proof to the sharp long time behaviour of relative entropies of solutions to such equations when the diffusion matrix is positive definite and the drift matrix is defective. This novel approach is different to previous techniques and relies on minimal spectral information on the Fokker-Planck operator, unlike the one presented in [6] where powerful tools from spectral theory were needed.

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Publication Details

Journal
Journal of Mathematical Analysis and Applications
Published
2026-03-04
DOI
https://doi.org/10.1016/j.jmaa.2026.130576
Primary Topic
stochastic dynamics and bifurcation
Type
article
Field-Weighted Citation Impact
0.00
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article

Generalised Fisher information in defective Fokker-Planck equations

Tobias Wöhrer, Amit Einav, Anton Arnold
Journal of Mathematical Analysis and Applications
stochastic dynamics and bifurcation
article

Generalised Fisher information in defective Fokker-Planck equations

Tobias Wöhrer, Amit Einav, Anton Arnold
article en

Abstract

The goal of this work is to introduce and investigate a generalised Fisher Information in the setting of linear Fokker-Planck equations. This functional, which depends on two functions instead of one, exhibits the same decay behaviour as the standard Fisher information, and allows us to investigate different parts of the Fokker-Planck solution via an appropriate decomposition. Focusing almost exclusively on Fokker-Planck equations with constant drift and diffusion matrices, we will use a modification of the well established Bakry-Emery method with this newly defined functional to provide an alternative proof to the sharp long time behaviour of relative entropies of solutions to such equations when the diffusion matrix is positive definite and the drift matrix is defective. This novel approach is different to previous techniques and relies on minimal spectral information on the Fokker-Planck operator, unlike the one presented in [6] where powerful tools from spectral theory were needed.

Journal of Mathematical Analysis and ApplicationsVol. 560(1)
Openalex Percentile: Top 34%
stochastic dynamics and bifurcation
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