English

A perturbative approach to the parabolic optimal transport problem for non-MTW costs

Analysis of PDEs 2021-08-04 v1

Abstract

Fix a pair of smooth source and target densities ρ\rho and ρ\rho^* of equal mass, supported on bounded domains Ω,ΩRn\Omega, \Omega^* \subset \mathbb{R}^n. Also fix a cost function c0C4,α(Ω×Ω)c_0 \in C^{4,\alpha}(\overline{\Omega} \times \overline{\Omega^*}) satisfying the weak regularity criterion of Ma, Trudinger, and Wang, and assume Ω\Omega and Ω\Omega^* are uniformly c0c_0- and c0c_0^*-convex with respect to each other. We consider a parabolic version of the optimal transport problem between (Ω,ρ)(\Omega,\rho) and (Ω,ρ)(\Omega^*,\rho^*) when the cost function cc is a sufficiently small C4C^4 perturbation of c0c_0, and where the size of the perturbation depends on the given data. Our main result establishes global-in-time existence of a solution uCx2Ct1(Ω×[0,))u \in C^2_xC^1_t(\overline\Omega \times [0, \infty)) of this parabolic problem, and convergence of u(,t)u(\cdot,t) as tt \to \infty to a Kantorovich potential for the optimal transport map between (Ω,ρ)(\Omega,\rho) and (Ω,ρ)(\Omega^*,\rho^*) with cost function cc. A noteworthy aspect of our work is that cc 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}
}

Comments

Comments welcome!