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Gradient flows on Wasserstein spaces over compact Alexandrov spaces

Authors :
Shin-ichi Ohta
Source :
American Journal of Mathematics. 131:475-516
Publication Year :
2009
Publisher :
Project MUSE, 2009.

Abstract

We establish the existence of Euclidean tangent cones on Wasserstein spaces over compact Alexandrov spaces of curvature bounded below. By using this Riemannian structure, we formulate and construct gradient flows of functions on such spaces. If the underlying space is a Riemannian manifold of nonnegative sectional curvature, then our gradient flow of the free energy produces a solution of the linear Fokker-Planck equation.

Details

ISSN :
10806377
Volume :
131
Database :
OpenAIRE
Journal :
American Journal of Mathematics
Accession number :
edsair.doi...........4a47cb9cd67b8de752887b983a6d4d93
Full Text :
https://doi.org/10.1353/ajm.0.0048