
An Invitation to Optimal Transport, Wasserstein Distances, and Gradient Flows
EMS Press
1st Edition
Published on 20. July 2021
Book
Hardback
VI, 138 pages
978-3-98547-010-5 (ISBN)
Article exhausted; check for reprint
Description
This book provides a self-contained introduction to optimal transport, and it is intended as a starting point for any researcher who wants to enter into this beautiful subject.
The presentation focuses on the essential topics of the theory: Kantorovich duality, existence and uniqueness of optimal transport maps, Wasserstein distances, the JKO scheme, Otto's calculus, and Wasserstein gradient flows. At the end, a presentation of some selected applications of optimal transport is given.
The book is suitable for a course at the graduate level, and also includes an appendix with a series of exercises along with their solutions.
The presentation focuses on the essential topics of the theory: Kantorovich duality, existence and uniqueness of optimal transport maps, Wasserstein distances, the JKO scheme, Otto's calculus, and Wasserstein gradient flows. At the end, a presentation of some selected applications of optimal transport is given.
The book is suitable for a course at the graduate level, and also includes an appendix with a series of exercises along with their solutions.
More details
Series
Language
English
Place of publication
Berlin
Germany
Target group
Professional and scholarly
Graduate students and research mathematicians interested in optimal transport, the calculus of variations, partial differential equations, probability theory, differential geometry
Dimensions
Height: 23.5 cm
Width: 16.5 cm
ISBN-13
978-3-98547-010-5 (9783985470105)
DOI
10.4171/ETB/22
Schweitzer Classification
Other editions
New editions

Alessio Figalli | Federico Glaudo
An Invitation to Optimal Transport, Wasserstein Distances, and Gradient Flows
Book
05/2023
2nd Edition
EMS Press
€39.00
Shipment within 10-20 days