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Optimal transport for applied mathematicians: calculus of variations, PDEs, and modeling

This monograph presents a rigorous mathematical introduction to optimal transport as a variational problem, its use in modeling various phenomena, and its connections with partial differential equations. Its main goal is to provide the reader with the techniques necessary to understand the current r...

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Detalles Bibliográficos
Autor principal: Santambrogio, Filippo
Lenguaje:eng
Publicado: Springer 2015
Materias:
Acceso en línea:https://dx.doi.org/10.1007/978-3-319-20828-2
http://cds.cern.ch/record/2112937
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author Santambrogio, Filippo
author_facet Santambrogio, Filippo
author_sort Santambrogio, Filippo
collection CERN
description This monograph presents a rigorous mathematical introduction to optimal transport as a variational problem, its use in modeling various phenomena, and its connections with partial differential equations. Its main goal is to provide the reader with the techniques necessary to understand the current research in optimal transport and the tools which are most useful for its applications. Full proofs are used to illustrate mathematical concepts and each chapter includes a section that discusses applications of optimal transport to various areas, such as economics, finance, potential games, image processing and fluid dynamics. Several topics are covered that have never been previously in books on this subject, such as the Knothe transport, the properties of functionals on measures, the Dacorogna-Moser flow, the formulation through minimal flows with prescribed divergence formulation, the case of the supremal cost, and the most classical numerical methods. Graduate students and researchers in both pure and applied mathematics interested in the problems and applications of optimal transport will find this to be an invaluable resource.
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spelling cern-21129372021-04-21T20:00:27Zdoi:10.1007/978-3-319-20828-2http://cds.cern.ch/record/2112937engSantambrogio, FilippoOptimal transport for applied mathematicians: calculus of variations, PDEs, and modelingMathematical Physics and MathematicsThis monograph presents a rigorous mathematical introduction to optimal transport as a variational problem, its use in modeling various phenomena, and its connections with partial differential equations. Its main goal is to provide the reader with the techniques necessary to understand the current research in optimal transport and the tools which are most useful for its applications. Full proofs are used to illustrate mathematical concepts and each chapter includes a section that discusses applications of optimal transport to various areas, such as economics, finance, potential games, image processing and fluid dynamics. Several topics are covered that have never been previously in books on this subject, such as the Knothe transport, the properties of functionals on measures, the Dacorogna-Moser flow, the formulation through minimal flows with prescribed divergence formulation, the case of the supremal cost, and the most classical numerical methods. Graduate students and researchers in both pure and applied mathematics interested in the problems and applications of optimal transport will find this to be an invaluable resource.Springeroai:cds.cern.ch:21129372015
spellingShingle Mathematical Physics and Mathematics
Santambrogio, Filippo
Optimal transport for applied mathematicians: calculus of variations, PDEs, and modeling
title Optimal transport for applied mathematicians: calculus of variations, PDEs, and modeling
title_full Optimal transport for applied mathematicians: calculus of variations, PDEs, and modeling
title_fullStr Optimal transport for applied mathematicians: calculus of variations, PDEs, and modeling
title_full_unstemmed Optimal transport for applied mathematicians: calculus of variations, PDEs, and modeling
title_short Optimal transport for applied mathematicians: calculus of variations, PDEs, and modeling
title_sort optimal transport for applied mathematicians: calculus of variations, pdes, and modeling
topic Mathematical Physics and Mathematics
url https://dx.doi.org/10.1007/978-3-319-20828-2
http://cds.cern.ch/record/2112937
work_keys_str_mv AT santambrogiofilippo optimaltransportforappliedmathematicianscalculusofvariationspdesandmodeling