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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...

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Detalles Bibliográficos
Autores principales: Cotar, Codina, Friesecke, Gero, Pass, Brendan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2014
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.
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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
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