An Invitation to Optimal Transport, Wasserstein Distances, and Gradient Flows

An Invitation to Optimal Transport, Wasserstein Distances, and Gradient Flows
Author :
Publisher : European Mathematical Society
Total Pages : 0
Release :
ISBN-10 : 9783985470501
ISBN-13 : 3985470502
Rating : 4/5 (01 Downloads)

Book Synopsis An Invitation to Optimal Transport, Wasserstein Distances, and Gradient Flows by : Alessio Figalli

Download or read book An Invitation to Optimal Transport, Wasserstein Distances, and Gradient Flows written by Alessio Figalli and published by European Mathematical Society. This book was released on 2023-05-15 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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. Suitable for a course at the graduate level, the book also includes an appendix with a series of exercises along with their solutions. The second edition contains a number of additions, such as a new section on the Brunn–Minkowski inequality, new exercises, and various corrections throughout the text.


An Invitation to Optimal Transport, Wasserstein Distances, and Gradient Flows Related Books

An Invitation to Optimal Transport, Wasserstein Distances, and Gradient Flows
Language: en
Pages: 0
Authors: Alessio Figalli
Categories: Mathematics
Type: BOOK - Published: 2023-05-15 - Publisher: European Mathematical Society

DOWNLOAD EBOOK

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 be
Gradient Flows
Language: en
Pages: 333
Authors: Luigi Ambrosio
Categories: Mathematics
Type: BOOK - Published: 2008-10-29 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

The book is devoted to the theory of gradient flows in the general framework of metric spaces, and in the more specific setting of the space of probability meas
An Invitation to Statistics in Wasserstein Space
Language: en
Pages: 157
Authors: Victor M. Panaretos
Categories: Mathematics
Type: BOOK - Published: 2020-03-10 - Publisher: Springer Nature

DOWNLOAD EBOOK

This open access book presents the key aspects of statistics in Wasserstein spaces, i.e. statistics in the space of probability measures when endowed with the g
Conversations on Optimal Transport
Language: en
Pages: 73
Authors:
Categories: Mathematical optimization
Type: BOOK - Published: 2024 - Publisher: Springer Nature

DOWNLOAD EBOOK

This work is closely tied to the renowned mathematics textbook series known as UNITEXT, tailored for university students pursuing bachelors or masters degrees.
Lectures on Optimal Transport
Language: en
Pages: 250
Authors: Luigi Ambrosio
Categories: Mathematics
Type: BOOK - Published: 2021-07-22 - Publisher: Springer Nature

DOWNLOAD EBOOK

This textbook is addressed to PhD or senior undergraduate students in mathematics, with interests in analysis, calculus of variations, probability and optimal t