4.5 Article

EULERIAN CALCULUS FOR THE DISPLACEMENT CONVEXITY IN THE WASSERSTEIN DISTANCE

Journal

SIAM JOURNAL ON MATHEMATICAL ANALYSIS
Volume 40, Issue 3, Pages 1104-1122

Publisher

SIAM PUBLICATIONS
DOI: 10.1137/08071346X

Keywords

gradient flows; displacement convexity; heat and porous medium equation; nonlinear diffusion; optimal transport; Kantorovich-Rubinstein-Wasserstein distance; Riemannian manifolds with a lower Ricci curvature bound

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In this paper we give a new proof of the (strong) displacement convexity of a class of integral functionals defined on a compact Riemannian manifold satisfying a lower Ricci curvature bound. Our approach does not rely on existence and regularity results for optimal transport maps on Riemannian manifolds, but it is based on the Eulerian point of view recently introduced by Otto and Westdickenberg [SIAM J. Math. Anal., 37 (2005), pp. 1227-1255] and on the metric characterization of the gradient flows generated by the functionals in the Wasserstein space.

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