A perturbative approach to the parabolic optimal transport problem for non-MTW costs
Abstract
Fix a pair of smooth source and target densities and of equal mass, supported on bounded domains . Also fix a cost function satisfying the weak regularity criterion of Ma, Trudinger, and Wang, and assume and are uniformly - and -convex with respect to each other. We consider a parabolic version of the optimal transport problem between and when the cost function is a sufficiently small perturbation of , and where the size of the perturbation depends on the given data. Our main result establishes global-in-time existence of a solution of this parabolic problem, and convergence of as to a Kantorovich potential for the optimal transport map between and with cost function . A noteworthy aspect of our work is that does \emph{not} necessarily satisfy the weak Ma-Trudinger-Wang condition.
Keywords
Cite
@article{arxiv.2108.01253,
title = {A perturbative approach to the parabolic optimal transport problem for non-MTW costs},
author = {Farhan Abedin and Jun Kitagawa},
journal= {arXiv preprint arXiv:2108.01253},
year = {2021}
}
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