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Local semiconvexity of Kantorovich potentials on non-compact manifolds

Alessio FigalliNicola Gigli — 2011

ESAIM: Control, Optimisation and Calculus of Variations

We prove that any Kantorovich potential for the cost function = /2 on a Riemannian manifold (, ) is locally semiconvex in the “region of interest”, without any compactness assumption on , nor any assumption on its curvature. Such a region of interest is of full -measure as soon as the starting measure does not charge – 1-dimensional rectifiable sets.

Local semiconvexity of Kantorovich potentials on non-compact manifolds

Alessio FigalliNicola Gigli — 2011

ESAIM: Control, Optimisation and Calculus of Variations

We prove that any Kantorovich potential for the cost function = /2 on a Riemannian manifold (, ) is locally semiconvex in the “region of interest”, without any compactness assumption on , nor any assumption on its curvature. Such a region of interest is of full -measure as soon as the starting measure does not charge – 1-dimensional rectifiable sets.

Gradient flows with metric and differentiable structures, and applications to the Wasserstein space

Luigi AmbrosioNicola GigliGiuseppe Savaré — 2004

Atti della Accademia Nazionale dei Lincei. Classe di Scienze Fisiche, Matematiche e Naturali. Rendiconti Lincei. Matematica e Applicazioni

In this paper we summarize some of the main results of a forthcoming book on this topic, where we examine in detail the theory of curves of maximal slope in a general metric setting, following some ideas introduced in [11, 5], and study in detail the case of the Wasserstein space of probability measures. In the first part we derive new general conditions ensuring convergence of the implicit time discretization scheme to a curve of maximal slope, the uniqueness, and the error estimates. In the second...

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