Intrinsic Sparsity of Kantorovich solutions

Hosseini, Bamdad; Steinerberger, Stefan

doi:10.5802/crmath.392

Geodesic

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Théorie du contrôle

Intrinsic Sparsity of Kantorovich solutions
[Parcité intrinsèque des solutions de Kantorovich]

Hosseini, Bamdad ¹ ; Steinerberger, Stefan ²

¹ Department of Applied Mathematics, University of Washington, Seattle, USA
² Department of Mathematics, University of Washington, Seattle, USA

Comptes Rendus. Mathématique, Tome 360 (2022) no. G10, pp. 1173-1175.

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Abstract (VO)
Résumé

Let $X, Y$ be two finite sets of points having $# X = m$ and $# Y = n$ points with $μ = (1 / m) (δ_{x_{1}} + \dots + δ_{x_{m}})$ and $ν = (1 / n) (δ_{y_{1}} + \dots + δ_{y_{n}})$ being the associated uniform probability measures. A result of Birkhoff implies that if $m = n$ , then the Kantorovich problem has a solution which also solves the Monge problem: optimal transport can be realized with a bijection $π : X \to Y$ . This is impossible when $m \neq n$ . We observe that when $m \neq n$ , there exists a solution of the Kantorovich problem such that the mass of each point in $X$ is moved to at most $n / gcd (m, n)$ different points in $Y$ and that, conversely, each point in $Y$ receives mass from at most $m / gcd (m, n)$ points in $X$ .

Soient $X$ et $Y$ deux ensembles de points de cardinaux respectifs $m$ et $n$ ; et $μ, ν$ les mesures de probabilité associées. Quand $m = n$ , un résultat de Birkhoff assure que le problème de Kantorovitch a une solution qui résout aussi le problème de Monge : une bijection réalise le transport optimal. Quand $m \neq n$ , nous montrons que le problème de Kantorovitch admet une solution telle que chaque point de X se déplace vers au plus $n / pgcd (m, n)$ points de Y, et réciproquement, chaque point de Y reçoit de la masse d’au plus $m / pgcd (m, n)$ points de X.

Reçu le : 2022-06-03
Accepté le : 2022-06-05
Publié le : 2022-10-04

DOI : 10.5802/crmath.392

Classification : 49Q20, 90C46

Affiliations des auteurs :

Hosseini, Bamdad ¹ ; Steinerberger, Stefan ²

¹ Department of Applied Mathematics, University of Washington, Seattle, USA
² Department of Mathematics, University of Washington, Seattle, USA

Licence :

CC-BY 4.0

Droits d'auteur : Les auteurs conservent leurs droits

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     title = {Intrinsic {Sparsity} of {Kantorovich} solutions},
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     pages = {1173--1175},
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Hosseini, Bamdad; Steinerberger, Stefan. Intrinsic Sparsity of Kantorovich solutions. Comptes Rendus. Mathématique, Tome 360 (2022) no. G10, pp. 1173-1175. doi : 10.5802/crmath.392. https://geodesic-test.mathdoc.fr/articles/10.5802/crmath.392/

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