An Invitation to Optimal Transport, Wasserstein Distances, and Gradient Flows
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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.
ETH Zürich, Switzerland
Erscheinungsdatum | 21.07.2021 |
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Reihe/Serie | EMS Textbooks in Mathematics |
Verlagsort | Berlin |
Sprache | englisch |
Maße | 165 x 235 mm |
Themenwelt | Mathematik / Informatik ► Mathematik ► Allgemeines / Lexika |
Schlagworte | displacement convexity • Duality • Gradient flows • measure theory • optimal transport • Wasserstein distance |
ISBN-10 | 3-98547-010-3 / 3985470103 |
ISBN-13 | 978-3-98547-010-5 / 9783985470105 |
Zustand | Neuware |
Informationen gemäß Produktsicherheitsverordnung (GPSR) | |
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