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A measure theoretical approach is presented to study the Monge-Kantorovich optimal mass transport problem. This approach together with Kantorovich duality provide an effective tool to answer a long standing question about the support of…

偏微分方程分析 · 数学 2014-11-11 Abbas Moameni

The Monge-Kantorovich problem is revisited by means of a variant of the saddle-point method without appealing to $c$-conjugates. A new abstract characterization of the optimal plans is obtained in the case where the cost function takes…

概率论 · 数学 2013-08-02 Christian Léonard

We consider the problem to transport resources/mass while abiding by constraints on the flow through constrictions along their path between specified terminal distributions. Constrictions, conceptualized as toll stations at specified…

系统与控制 · 电气工程与系统科学 2023-05-03 Anqi Dong , Arthur Stephanovitch , Tryphon T. Georgiou

We consider Kantorovich optimal transportation problem in the case where the cost function and marginal distributions continuously depend on a parameter with values in a metric space. We prove the existence of approximate optimal Monge…

泛函分析 · 数学 2023-02-27 Svetlana Popova

We consider symmetric multi-marginal Kantorovich optimal transport problems on finite state spaces with uniform-marginal constraint. These problems consist of minimizing a linear objective function over a high-dimensional polytope, here…

偏微分方程分析 · 数学 2021-10-29 Daniela Vögler

The Monge-Kantorovich mass transfer problem is equivalently formulated as a convex optimization problem for a potential function. In the light of this formulation an interative algorithm is developed for determining the solution. It is a…

偏微分方程分析 · 数学 2007-05-23 Kazufumi Ito

We shall present a measure theoretical approach for which together with the Kantorovich duality provide an efficient tool to study the optimal transport problem. Specifically, we study the support of optimal plans where the cost function…

偏微分方程分析 · 数学 2014-11-21 Abbas Moameni

In the classical Monge-Kantorovich problem, the transportation cost only depends on the amount of mass sent from sources to destinations and not on the paths followed by this mass. Thus, it does not allow for congestion effects. Using the…

最优化与控制 · 数学 2007-05-23 G. Carlier , C. Jimenez , F. Santambrogio

We consider the modified Monge-Kantorovich problem with additional restriction: admissible transport plans must vanish on some fixed functional subspace. Different choice of the subspace leads to different additional properties optimal…

泛函分析 · 数学 2014-04-22 Danila Zaev

We study solutions to the multi-marginal Monge-Kantorovich problem which are concentrated on several graphs over the first marginal. We first present two general conditions on the cost function which ensure, respectively, that any solution…

最优化与控制 · 数学 2015-07-22 Abbas Moameni , Brendan Pass

The aim of this article is to show that the Monge-Kantorovich problem is the limit of a sequence of entropy minimization problems when a fluctuation parameter tends down to zero. We prove the convergence of the entropic values to the…

最优化与控制 · 数学 2013-08-02 Christian Léonard

We study a multi-marginal optimal transportation problem. Under certain conditions on the cost function and the first marginal, we prove that the solution to the relaxed, Kantorovich version of the problem induces a solution to the Monge…

偏微分方程分析 · 数学 2010-08-27 Brendan Pass

We consider optimal transport problems where the cost for transporting a given probability measure $\mu_0$ to another one $\mu_1$ consists of two parts: the first one measures the transportation from $\mu_0$ to an intermediate (pivot)…

最优化与控制 · 数学 2025-02-05 Giuseppe Buttazzo , Guillaume Carlier , Katharina Eichinger

We prove existence and uniqueness of solutions for a system of PDEs which describes the growth of a sandpile in a silos with flat bottom under the action of a vertical, measure source. The tools we use are a discrete approximation of the…

偏微分方程分析 · 数学 2015-05-08 Luigi De Pascale , Chloé Jimenez

We formulate an optimal transport problem for matrix-valued density functions. This is pertinent in the spectral analysis of multivariable time-series. The "mass" represents energy at various frequencies whereas, in addition to a usual…

系统与控制 · 计算机科学 2013-04-16 Lipeng Ning , Tryphon T. Georgiou , Allen Tannenbaum

We study Kantorovich type optimal transportation problems with nonlinear cost functions, including dependence on conditional measures of transport plans. A range of nonlinear Kantorovich problems for cost functions of a special form is…

泛函分析 · 数学 2022-12-21 Svetlana Popova

We consider two variational evolution problems related to Monge-Kantorovich mass transfer. These problems provide models for collapsing sandpiles and for compression molding. We prove the following connection between these problems and…

偏微分方程分析 · 数学 2007-05-23 Mikhail Feldman

The question of which costs admit unique optimizers in the Monge-Kantorovich problem of optimal transportation between arbitrary probability densities is investigated. For smooth costs and densities on compact manifolds, the only known…

最优化与控制 · 数学 2018-01-23 Robert J. McCann , Ludovic Rifford

Inspired by the matching of supply to demand in logistical problems, the optimal transport (or Monge--Kantorovich) problem involves the matching of probability distributions defined over a geometric domain such as a surface or manifold. In…

最优化与控制 · 数学 2018-05-02 Justin Solomon

In this work we study a modification of the Monge-Kantorovich problem taking into account path dependence and interaction effects between particles. We prove existence of solutions under mild conditions on the data, and after imposing…

偏微分方程分析 · 数学 2022-04-19 Rene Cabrera
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