Computing the L1 optimal transport density: a FEM approach

04/27/2023
by   Federico Piazzon, et al.
0

The L^1 optimal transport density μ^* is the unique L^∞ solution of the Monge-Kantorovich equations. It has been recently characterized also as the unique minimizer of the L^1 -transport energy functional E. In the present work we develop and we prove convergence of a numerical approxi- mation scheme for μ^* . Our approach relies upon the combination of a FEM- inspired variational approximation of E with a minimization algorithm based on a gradient flow method.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
06/14/2021

Computing the Cut Locus of a Riemannian Manifold via Optimal Transport

In this paper, we give a new characterization of the cut locus of a poin...
research
04/28/2023

A registration method for reduced basis problems using linear optimal transport

We present a registration method for model reduction of parametric parti...
research
09/17/2019

Distributed Function Minimization in Apache Spark

We report on an open-source implementation for distributed function mini...
research
05/26/2021

Convergence of a Lagrangian discretization for barotropic fluids and porous media flow

When expressed in Lagrangian variables, the equations of motion for comp...
research
08/05/2022

Efficient and Exact Multimarginal Optimal Transport with Pairwise Costs

In this paper, we address the numerical solution to the multimarginal op...
research
10/28/2021

Homogenisation of dynamical optimal transport on periodic graphs

This paper deals with the large-scale behaviour of dynamical optimal tra...
research
03/07/2022

A Push-Relabel Based Additive Approximation for Optimal Transport

Optimal Transport is a popular distance metric for measuring similarity ...

Please sign up or login with your details

Forgot password? Click here to reset