4.5 Article

Minimizing flows for the Monge-Kantorovich problem

Journal

SIAM JOURNAL ON MATHEMATICAL ANALYSIS
Volume 35, Issue 1, Pages 61-97

Publisher

SIAM PUBLICATIONS
DOI: 10.1137/S0036141002410927

Keywords

optimal transport; gradient flows; weak solutions; image registration; medical imaging

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In this work, we formulate a new minimizing flow for the optimal mass transport (Monge-Kantorovich) problem. We study certain properties of the flow, including weak solutions as well as short- and long-term existence. Optimal transport has found a number of applications, including econometrics, fluid dynamics, cosmology, image processing, automatic control, transportation, statistical physics, shape optimization, expert systems, and meteorology.

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