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Regularity of optimal transport maps and applications

In this thesis, we study the regularity of optimal transport maps and its applications to the semi-geostrophic system. The first two chapters survey the known theory, in particular there is a self-contained proof of Brenier’ theorem on existence of optimal transport maps and of Caffarelli’s Theorem...

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Detalles Bibliográficos
Autor principal: Philippis, Guido
Lenguaje:eng
Publicado: Springer 2013
Materias:
Acceso en línea:https://dx.doi.org/10.1007/978-88-7642-458-8
http://cds.cern.ch/record/2023507
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author Philippis, Guido
author_facet Philippis, Guido
author_sort Philippis, Guido
collection CERN
description In this thesis, we study the regularity of optimal transport maps and its applications to the semi-geostrophic system. The first two chapters survey the known theory, in particular there is a self-contained proof of Brenier’ theorem on existence of optimal transport maps and of Caffarelli’s Theorem on Holder continuity of optimal maps. In the third and fourth chapter we start investigating Sobolev regularity of optimal transport maps, while in Chapter 5 we show how the above mentioned results allows to prove the existence of Eulerian solution to the semi-geostrophic equation. In Chapter 6 we prove partial regularity of optimal maps with respect to a generic cost functions (it is well known that in this case global regularity can not be expected). More precisely we show that if the target and source measure have smooth densities the optimal map is always smooth outside a closed set of measure zero.
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spelling cern-20235072021-04-21T20:12:58Zdoi:10.1007/978-88-7642-458-8http://cds.cern.ch/record/2023507engPhilippis, GuidoRegularity of optimal transport maps and applicationsMathematical Physics and MathematicsIn this thesis, we study the regularity of optimal transport maps and its applications to the semi-geostrophic system. The first two chapters survey the known theory, in particular there is a self-contained proof of Brenier’ theorem on existence of optimal transport maps and of Caffarelli’s Theorem on Holder continuity of optimal maps. In the third and fourth chapter we start investigating Sobolev regularity of optimal transport maps, while in Chapter 5 we show how the above mentioned results allows to prove the existence of Eulerian solution to the semi-geostrophic equation. In Chapter 6 we prove partial regularity of optimal maps with respect to a generic cost functions (it is well known that in this case global regularity can not be expected). More precisely we show that if the target and source measure have smooth densities the optimal map is always smooth outside a closed set of measure zero.Springeroai:cds.cern.ch:20235072013
spellingShingle Mathematical Physics and Mathematics
Philippis, Guido
Regularity of optimal transport maps and applications
title Regularity of optimal transport maps and applications
title_full Regularity of optimal transport maps and applications
title_fullStr Regularity of optimal transport maps and applications
title_full_unstemmed Regularity of optimal transport maps and applications
title_short Regularity of optimal transport maps and applications
title_sort regularity of optimal transport maps and applications
topic Mathematical Physics and Mathematics
url https://dx.doi.org/10.1007/978-88-7642-458-8
http://cds.cern.ch/record/2023507
work_keys_str_mv AT philippisguido regularityofoptimaltransportmapsandapplications