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Infinite-body optimal transport with Coulomb cost
We introduce and analyze symmetric infinite-body optimal transport (OT) problems with cost function of pair potential form. We show that for a natural class of such costs, the optimizer is given by the independent product measure all of whose factors are given by the one-body marginal. This is in st...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7010387/ https://www.ncbi.nlm.nih.gov/pubmed/32103864 http://dx.doi.org/10.1007/s00526-014-0803-0 |
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author | Cotar, Codina Friesecke, Gero Pass, Brendan |
author_facet | Cotar, Codina Friesecke, Gero Pass, Brendan |
author_sort | Cotar, Codina |
collection | PubMed |
description | We introduce and analyze symmetric infinite-body optimal transport (OT) problems with cost function of pair potential form. We show that for a natural class of such costs, the optimizer is given by the independent product measure all of whose factors are given by the one-body marginal. This is in striking contrast to standard finite-body OT problems, in which the optimizers are typically highly correlated, as well as to infinite-body OT problems with Gangbo–Swiech cost. Moreover, by adapting a construction from the study of exchangeable processes in probability theory, we prove that the corresponding [Formula: see text] -body OT problem is well approximated by the infinite-body problem. To our class belongs the Coulomb cost which arises in many-electron quantum mechanics. The optimal cost of the Coulombic N-body OT problem as a function of the one-body marginal density is known in the physics and quantum chemistry literature under the name SCE functional, and arises naturally as the semiclassical limit of the celebrated Hohenberg-Kohn functional. Our results imply that in the inhomogeneous high-density limit (i.e. [Formula: see text] with arbitrary fixed inhomogeneity profile [Formula: see text] ), the SCE functional converges to the mean field functional. We also present reformulations of the infinite-body and N-body OT problems as two-body OT problems with representability constraints. |
format | Online Article Text |
id | pubmed-7010387 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-70103872020-02-24 Infinite-body optimal transport with Coulomb cost Cotar, Codina Friesecke, Gero Pass, Brendan Calc Var Partial Differ Equ Article We introduce and analyze symmetric infinite-body optimal transport (OT) problems with cost function of pair potential form. We show that for a natural class of such costs, the optimizer is given by the independent product measure all of whose factors are given by the one-body marginal. This is in striking contrast to standard finite-body OT problems, in which the optimizers are typically highly correlated, as well as to infinite-body OT problems with Gangbo–Swiech cost. Moreover, by adapting a construction from the study of exchangeable processes in probability theory, we prove that the corresponding [Formula: see text] -body OT problem is well approximated by the infinite-body problem. To our class belongs the Coulomb cost which arises in many-electron quantum mechanics. The optimal cost of the Coulombic N-body OT problem as a function of the one-body marginal density is known in the physics and quantum chemistry literature under the name SCE functional, and arises naturally as the semiclassical limit of the celebrated Hohenberg-Kohn functional. Our results imply that in the inhomogeneous high-density limit (i.e. [Formula: see text] with arbitrary fixed inhomogeneity profile [Formula: see text] ), the SCE functional converges to the mean field functional. We also present reformulations of the infinite-body and N-body OT problems as two-body OT problems with representability constraints. Springer Berlin Heidelberg 2014-12-17 2015 /pmc/articles/PMC7010387/ /pubmed/32103864 http://dx.doi.org/10.1007/s00526-014-0803-0 Text en © The Author(s) 2014 https://creativecommons.org/licenses/by/4.0/ Open AccessThis article is distributed under the terms of the Creative Commons Attribution License which permits any use, distribution, and reproduction in any medium, provided the original author(s) and the source are credited. |
spellingShingle | Article Cotar, Codina Friesecke, Gero Pass, Brendan Infinite-body optimal transport with Coulomb cost |
title | Infinite-body optimal transport with Coulomb cost |
title_full | Infinite-body optimal transport with Coulomb cost |
title_fullStr | Infinite-body optimal transport with Coulomb cost |
title_full_unstemmed | Infinite-body optimal transport with Coulomb cost |
title_short | Infinite-body optimal transport with Coulomb cost |
title_sort | infinite-body optimal transport with coulomb cost |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7010387/ https://www.ncbi.nlm.nih.gov/pubmed/32103864 http://dx.doi.org/10.1007/s00526-014-0803-0 |
work_keys_str_mv | AT cotarcodina infinitebodyoptimaltransportwithcoulombcost AT frieseckegero infinitebodyoptimaltransportwithcoulombcost AT passbrendan infinitebodyoptimaltransportwithcoulombcost |