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

Erschienen am 01.05.2023
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Bibliografische Daten
ISBN/EAN: 9783985470501
Sprache: Englisch
Umfang: 146
Format (T/L/B): 23.0 x 16.0 cm
Einband: gebundenes Buch

Beschreibung

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 present 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.

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