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An Invitation to Optimal Transport, Wasserstein Distances, and Gradient Flows
- 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.
- Subjects :
- Measure theory
Transportation problems (Programming)
Geometry, Riemannian
Subjects
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