Optimal transport, gradient estimates, and pathwise Brownian coupling on spaces with variable Ricci bounds
Abstract
Given a metric measure space and a lower semicontinuous, lower bounded function , we prove the equivalence of the synthetic approaches to Ricci curvature at being bounded from below by in terms of the Bakry-\'Emery estimate in an appropriate weak formulation, and the curvature-dimension condition in the sense Lott-Sturm-Villani with variable . Moreover, for all , these properties hold if and only if the perturbed -transport cost \begin{equation*} W_p^{\underline{k}}(\mu_1,\mu_2,t):=\inf_{(\mathsf{b}^1,\mathsf{b}^2)} \mathbb{E}\Big[\mathrm{e}^{\int_0^{2t} p \underline{k}\left(\mathsf{b}^1_{r}, \mathsf{b}^2_{r}\right)/2\,\mathrm{d} r} \mathsf{d}^p\!\left(\mathsf{b}^1_{2t},\mathsf{b}^2_{2t} \right)\!\Big]^{1/p} \end{equation*} is nonincreasing in . The infimum here is taken over pairs of coupled Brownian motions and on with given initial distributions and , respectively, and denotes the "average" of along geodesics connecting and . Furthermore, for any pair of initial distributions and on , we prove the existence of a pair of coupled Brownian motions and such that a.s. for every with , we have \begin{equation*} \mathsf{d}\!\left(\mathsf{b}_t^1,\mathsf{b}_t^2\right)\leq \mathrm{e}^{-\int_s^t \underline{k}\left(\mathsf{b}_r^1,\mathsf{b}_r^2\right)/2\,\mathrm{d} r} \mathsf{d}\!\left(\mathsf{b}_s^1,\mathsf{b}_s^2\right)\!. \end{equation*}
Cite
@article{arxiv.1906.09186,
title = {Optimal transport, gradient estimates, and pathwise Brownian coupling on spaces with variable Ricci bounds},
author = {Mathias Braun and Karen Habermann and Karl-Theodor Sturm},
journal= {arXiv preprint arXiv:1906.09186},
year = {2021}
}
Comments
38 pages