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

Authors :
Alessio Figalli
Federico Glaudo
Alessio Figalli
Federico Glaudo
Publication Year :
2021

Abstract

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.

Details

Language :
English
ISBNs :
9783985470105 and 9783985475100
Database :
eBook Index
Journal :
An Invitation to Optimal Transport, Wasserstein Distances, and Gradient Flows
Publication Type :
eBook
Accession number :
2967074