1.

Record Nr.

UNISALENTO991003377389707536

Autore

Santambrogio, Filippo

Titolo

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

ISBN

9783319208275

Descrizione fisica

xxvii, 353 p. : 30 ill., 19 ill. in color ; 24 cm

Collana

Progress in nonlinear differential equations and their applications, 1421-1750 ; 87

Classificazione

AMS 49-02

LC QA402.5

Disciplina

515.64

Soggetti

Measure theory

Partial differential equations

Calculus of variations

Lingua di pubblicazione

Inglese

Formato

Materiale a stampa

Livello bibliografico

Monografia

Nota di bibliografia

Includes bibliographical references

Nota di contenuto

Preface ; Primal and dual problems ; One-dimensional Issues ; Lₑ L∞[subscript] theory ; Minimal flows ; Wasserstein spaces ; Numerical methods ; Functionals over probabilities ; Gradient flows ; Exercises ; References ; Index

Sommario/riassunto

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