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

preprint2019arXivOpen access

Abstract

Given a metric measure space (X,d,m)(X,\mathsf{d},\mathfrak{m}) and a lower semicontinuous, lower bounded function k ⁣:X→Rk\colon X\to\mathbb{R}, we prove the equivalence of the synthetic approaches to Ricci curvature at x∈Xx\in X being bounded from below by k(x)k(x) in terms of ∙\bullet the Bakry-Émery estimate ΔΓ(f)/2−Γ(f,Δf)≥k Γ(f)ΔΓ(f)/2 - Γ(f,Δf) \geq k\,Γ(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}}(μ_1,μ_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 μ1μ_1 and μ2μ_2, respectively, and k‾(x,y):=inf⁡γ∫01k(γs) ds\underline{k}(x,y) := \inf_γ\int_0^1 k(γ_s)\,\mathrm{d} s denotes the "average" of kk along geodesics γγ connecting xx and yy. Furthermore, for any pair of initial distributions μ1μ_1 and μ2μ_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 s≤ts\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*}

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