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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...
| Clasificación: | Libro Electrónico |
|---|---|
| Autor principal: | |
| Autor Corporativo: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Cham :
Springer International Publishing : Imprint: Birkhäuser,
2015.
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| Edición: | 1st ed. 2015. |
| Colección: | Progress in Nonlinear Differential Equations and Their Applications,
87 |
| Temas: | |
| Acceso en línea: | Texto Completo |
MARC
| LEADER | 00000nam a22000005i 4500 | ||
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| 001 | 978-3-319-20828-2 | ||
| 003 | DE-He213 | ||
| 005 | 20220118010603.0 | ||
| 007 | cr nn 008mamaa | ||
| 008 | 151017s2015 sz | s |||| 0|eng d | ||
| 020 | |a 9783319208282 |9 978-3-319-20828-2 | ||
| 024 | 7 | |a 10.1007/978-3-319-20828-2 |2 doi | |
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| 100 | 1 | |a Santambrogio, Filippo. |e author. |4 aut |4 http://id.loc.gov/vocabulary/relators/aut | |
| 245 | 1 | 0 | |a Optimal Transport for Applied Mathematicians |h [electronic resource] : |b Calculus of Variations, PDEs, and Modeling / |c by Filippo Santambrogio. |
| 250 | |a 1st ed. 2015. | ||
| 264 | 1 | |a Cham : |b Springer International Publishing : |b Imprint: Birkhäuser, |c 2015. | |
| 300 | |a XXVII, 353 p. 30 illus., 19 illus. in color. |b online resource. | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 347 | |a text file |b PDF |2 rda | ||
| 490 | 1 | |a Progress in Nonlinear Differential Equations and Their Applications, |x 2374-0280 ; |v 87 | |
| 505 | 0 | |a Preface -- Primal and Dual Problems -- One-Dimensional Issues -- L^1 and L^infinity Theory -- Minimal Flows -- Wasserstein Spaces -- Numerical Methods -- Functionals over Probabilities -- Gradient Flows -- Exercises -- References -- Index. . | |
| 520 | |a 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. | ||
| 650 | 0 | |a Mathematical optimization. | |
| 650 | 0 | |a Calculus of variations. | |
| 650 | 0 | |a Differential equations. | |
| 650 | 0 | |a Measure theory. | |
| 650 | 1 | 4 | |a Calculus of Variations and Optimization. |
| 650 | 2 | 4 | |a Differential Equations. |
| 650 | 2 | 4 | |a Measure and Integration. |
| 710 | 2 | |a SpringerLink (Online service) | |
| 773 | 0 | |t Springer Nature eBook | |
| 776 | 0 | 8 | |i Printed edition: |z 9783319208275 |
| 776 | 0 | 8 | |i Printed edition: |z 9783319208299 |
| 776 | 0 | 8 | |i Printed edition: |z 9783319365817 |
| 830 | 0 | |a Progress in Nonlinear Differential Equations and Their Applications, |x 2374-0280 ; |v 87 | |
| 856 | 4 | 0 | |u https://doi.uam.elogim.com/10.1007/978-3-319-20828-2 |z Texto Completo |
| 912 | |a ZDB-2-SMA | ||
| 912 | |a ZDB-2-SXMS | ||
| 950 | |a Mathematics and Statistics (SpringerNature-11649) | ||
| 950 | |a Mathematics and Statistics (R0) (SpringerNature-43713) | ||