English

Optimal transport, gradient estimates, and pathwise Brownian coupling on spaces with variable Ricci bounds

Functional Analysis 2021-02-23 v1 Analysis of PDEs Differential Geometry Probability

Abstract

Given a metric measure space (X,d,m)(X,\mathsf{d},\mathfrak{m}) and a lower semicontinuous, lower bounded function k ⁣:XRk\colon X\to\mathbb{R}, we prove the equivalence of the synthetic approaches to Ricci curvature at xXx\in X being bounded from below by k(x)k(x) in terms of \bullet the Bakry-\'Emery estimate ΔΓ(f)/2Γ(f,Δf)kΓ(f)\Delta\Gamma(f)/2 - \Gamma(f,\Delta f) \geq k\,\Gamma(f) in an appropriate weak formulation, and \bullet the curvature-dimension condition CD(k,)\mathrm{CD}(k,\infty) in the sense Lott-Sturm-Villani with variable kk. Moreover, for all p(1,)p\in(1,\infty), these properties hold if and only if the perturbed pp-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 tt. The infimum here is taken over pairs of coupled Brownian motions b1\mathsf{b}^1 and b2\mathsf{b}^2 on XX with given initial distributions μ1\mu_1 and μ2\mu_2, respectively, and k(x,y):=infγ01k(γs)ds\underline{k}(x,y) := \inf_\gamma \int_0^1 k(\gamma_s)\,\mathrm{d} s denotes the "average" of kk along geodesics γ\gamma connecting xx and yy. Furthermore, for any pair of initial distributions μ1\mu_1 and μ2\mu_2 on XX, we prove the existence of a pair of coupled Brownian motions b1\mathsf{b}^1 and b2\mathsf{b}^2 such that a.s. for every s,t[0,)s,t\in[0,\infty) with sts\leq t, 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*}

Keywords

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

R2 v1 2026-06-23T10:00:03.761Z