Displacement convexity for the entropy in semi-discrete non-linear Fokker–Planck equations
Published online by Cambridge University Press: 10 January 2018
The displacement λ-convexity of a non-standard entropy with respect to a non-local transportation metric in finite state spaces is shown using a gradient flow approach. The constant λ is computed explicitly in terms of a priori estimates of the solution to a finite-difference approximation of a non-linear Fokker–Planck equation. The key idea is to employ a new mean function, which defines the Onsager operator in the gradient flow formulation.
- European Journal of Applied Mathematics , Volume 30 , Special Issue 6: Applied Optimal Transport , December 2019 , pp. 1103 - 1122
- Creative Commons
- This is an Open Access article, distributed under the terms of the Creative Commons Attribution licence (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted re-use, distribution, and reproduction in any medium, provided the original work is properly cited.
- © Cambridge University Press 2018
The first author was partially supported by the Royal Society via a Wolfson Research Merit Award and the EPSRC Grant EP/P031587/1. The second author acknowledges partial support from the Austrian Science Fund (FWF), Grants P22108, P24304, F65 and W1245. The last author acknowledges the support from the São Paulo Research Foundation (FAPESP), Grant 2015/20962-7.
- Cited by