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Homogenisation of dynamical optimal transport on periodic graphs

This paper deals with the large-scale behaviour of dynamical optimal transport on [Formula: see text] -periodic graphs with general lower semicontinuous and convex energy densities. Our main contribution is a homogenisation result that describes the effective behaviour of the discrete problems in te...

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Autores principales: Gladbach, Peter, Kopfer, Eva, Maas, Jan, Portinale, Lorenzo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10147821/
https://www.ncbi.nlm.nih.gov/pubmed/37131846
http://dx.doi.org/10.1007/s00526-023-02472-z
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author Gladbach, Peter
Kopfer, Eva
Maas, Jan
Portinale, Lorenzo
author_facet Gladbach, Peter
Kopfer, Eva
Maas, Jan
Portinale, Lorenzo
author_sort Gladbach, Peter
collection PubMed
description This paper deals with the large-scale behaviour of dynamical optimal transport on [Formula: see text] -periodic graphs with general lower semicontinuous and convex energy densities. Our main contribution is a homogenisation result that describes the effective behaviour of the discrete problems in terms of a continuous optimal transport problem. The effective energy density can be explicitly expressed in terms of a cell formula, which is a finite-dimensional convex programming problem that depends non-trivially on the local geometry of the discrete graph and the discrete energy density. Our homogenisation result is derived from a [Formula: see text] -convergence result for action functionals on curves of measures, which we prove under very mild growth conditions on the energy density. We investigate the cell formula in several cases of interest, including finite-volume discretisations of the Wasserstein distance, where non-trivial limiting behaviour occurs.
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spelling pubmed-101478212023-04-30 Homogenisation of dynamical optimal transport on periodic graphs Gladbach, Peter Kopfer, Eva Maas, Jan Portinale, Lorenzo Calc Var Partial Differ Equ Article This paper deals with the large-scale behaviour of dynamical optimal transport on [Formula: see text] -periodic graphs with general lower semicontinuous and convex energy densities. Our main contribution is a homogenisation result that describes the effective behaviour of the discrete problems in terms of a continuous optimal transport problem. The effective energy density can be explicitly expressed in terms of a cell formula, which is a finite-dimensional convex programming problem that depends non-trivially on the local geometry of the discrete graph and the discrete energy density. Our homogenisation result is derived from a [Formula: see text] -convergence result for action functionals on curves of measures, which we prove under very mild growth conditions on the energy density. We investigate the cell formula in several cases of interest, including finite-volume discretisations of the Wasserstein distance, where non-trivial limiting behaviour occurs. Springer Berlin Heidelberg 2023-04-28 2023 /pmc/articles/PMC10147821/ /pubmed/37131846 http://dx.doi.org/10.1007/s00526-023-02472-z Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Gladbach, Peter
Kopfer, Eva
Maas, Jan
Portinale, Lorenzo
Homogenisation of dynamical optimal transport on periodic graphs
title Homogenisation of dynamical optimal transport on periodic graphs
title_full Homogenisation of dynamical optimal transport on periodic graphs
title_fullStr Homogenisation of dynamical optimal transport on periodic graphs
title_full_unstemmed Homogenisation of dynamical optimal transport on periodic graphs
title_short Homogenisation of dynamical optimal transport on periodic graphs
title_sort homogenisation of dynamical optimal transport on periodic graphs
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10147821/
https://www.ncbi.nlm.nih.gov/pubmed/37131846
http://dx.doi.org/10.1007/s00526-023-02472-z
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