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Optimal Transport
Old and New
Taschenbuch von Cédric Villani
Sprache: Englisch

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Beschreibung
At the close of the 1980s, the independent contributions of Yann Brenier, Mike Cullen and John Mather launched a revolution in the venerable field of optimal transport founded by G. Monge in the 18th century, which has made breathtaking forays into various other domains of mathematics ever since. The author presents a broad overview of this area, supplying complete and self-contained proofs of all the fundamental results of the theory of optimal transport at the appropriate level of generality. Thus, the book encompasses the broad spectrum ranging from basic theory to the most recent research results.

PhD students or researchers can read the entire book without any prior knowledge of the field. A comprehensive bibliography with notes that extensively discuss the existing literature underlines the book¿s value as a most welcome reference text on this subject.
At the close of the 1980s, the independent contributions of Yann Brenier, Mike Cullen and John Mather launched a revolution in the venerable field of optimal transport founded by G. Monge in the 18th century, which has made breathtaking forays into various other domains of mathematics ever since. The author presents a broad overview of this area, supplying complete and self-contained proofs of all the fundamental results of the theory of optimal transport at the appropriate level of generality. Thus, the book encompasses the broad spectrum ranging from basic theory to the most recent research results.

PhD students or researchers can read the entire book without any prior knowledge of the field. A comprehensive bibliography with notes that extensively discuss the existing literature underlines the book¿s value as a most welcome reference text on this subject.
Über den Autor

After attending the Lycée Louis-le-Grand, Villani was admitted to the École normale supérieure in Paris and studied there from 1992 to 1996. He was later appointed assistant professor in the same school. He received his doctorate at Paris-Dauphine University in 1998, under the supervision of Pierre-Louis Lions, and became professor at the École normale supérieure de Lyon in 2000. He is now professor at Lyon University. He has been the director of Institut Henri Poincaré in Paris since 2009.

Prizes:


2001: Louis Armand Prize of the Academy of Sciences


2003: Peccot-Vimont Prize and Cours Peccot of the Collège de France


2007: Jacques Herbrand Prize (French Academy of Sciences)


2008: Prize of the European Mathematical Society


2009: Henri Poincaré Prize


2009: Fermat Prize


2010: Fields Medal


2014: Joseph L. Doob Prize of the American Mathematical Society for his book [Optimal Transport: Old and New (Springer 2009)]

Extra-academic distinctions:


2009: Knight of the National Order of Merit (France)


2011: Knight of the Legion of Honor (France)


2013: Member of the French Academy of Sciences

Zusammenfassung

Includes supplementary material: [...]

Inhaltsverzeichnis
Couplings and changes of variables.- Three examples of coupling techniques.- The founding fathers of optimal transport.- Qualitative description of optimal transport.- Basic properties.- Cyclical monotonicity and Kantorovich duality.- The Wasserstein distances.- Displacement interpolation.- The Monge¿Mather shortening principle.- Solution of the Monge problem I: global approach.- Solution of the Monge problem II: Local approach.- The Jacobian equation.- Smoothness.- Qualitative picture.- Optimal transport and Riemannian geometry.- Ricci curvature.- Otto calculus.- Displacement convexity I.- Displacement convexity II.- Volume control.- Density control and local regularity.- Infinitesimal displacement convexity.- Isoperimetric-type inequalities.- Concentration inequalities.- Gradient flows I.- Gradient flows II: Qualitative properties.- Gradient flows III: Functional inequalities.- Synthetic treatment of Ricci curvature.- Analytic and synthetic points of view.- Convergence of metric-measure spaces.- Stability of optimal transport.- Weak Ricci curvature bounds I: Definition and Stability.- Weak Ricci curvature bounds II: Geometric and analytic properties.
Details
Erscheinungsjahr: 2016
Fachbereich: Analysis
Genre: Mathematik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Reihe: Grundlehren der mathematischen Wissenschaften
Inhalt: xxii
976 S.
ISBN-13: 9783662501801
ISBN-10: 3662501805
Sprache: Englisch
Ausstattung / Beilage: Paperback
Einband: Kartoniert / Broschiert
Autor: Villani, Cédric
Redaktion: Villani, Cédric
Auflage: Softcover reprint of the original 1st ed. 2009
Hersteller: Springer-Verlag GmbH
Springer Berlin Heidelberg
Grundlehren der mathematischen Wissenschaften
Maße: 235 x 155 x 54 mm
Von/Mit: Cédric Villani
Erscheinungsdatum: 23.08.2016
Gewicht: 1,48 kg
Artikel-ID: 109583065
Über den Autor

After attending the Lycée Louis-le-Grand, Villani was admitted to the École normale supérieure in Paris and studied there from 1992 to 1996. He was later appointed assistant professor in the same school. He received his doctorate at Paris-Dauphine University in 1998, under the supervision of Pierre-Louis Lions, and became professor at the École normale supérieure de Lyon in 2000. He is now professor at Lyon University. He has been the director of Institut Henri Poincaré in Paris since 2009.

Prizes:


2001: Louis Armand Prize of the Academy of Sciences


2003: Peccot-Vimont Prize and Cours Peccot of the Collège de France


2007: Jacques Herbrand Prize (French Academy of Sciences)


2008: Prize of the European Mathematical Society


2009: Henri Poincaré Prize


2009: Fermat Prize


2010: Fields Medal


2014: Joseph L. Doob Prize of the American Mathematical Society for his book [Optimal Transport: Old and New (Springer 2009)]

Extra-academic distinctions:


2009: Knight of the National Order of Merit (France)


2011: Knight of the Legion of Honor (France)


2013: Member of the French Academy of Sciences

Zusammenfassung

Includes supplementary material: [...]

Inhaltsverzeichnis
Couplings and changes of variables.- Three examples of coupling techniques.- The founding fathers of optimal transport.- Qualitative description of optimal transport.- Basic properties.- Cyclical monotonicity and Kantorovich duality.- The Wasserstein distances.- Displacement interpolation.- The Monge¿Mather shortening principle.- Solution of the Monge problem I: global approach.- Solution of the Monge problem II: Local approach.- The Jacobian equation.- Smoothness.- Qualitative picture.- Optimal transport and Riemannian geometry.- Ricci curvature.- Otto calculus.- Displacement convexity I.- Displacement convexity II.- Volume control.- Density control and local regularity.- Infinitesimal displacement convexity.- Isoperimetric-type inequalities.- Concentration inequalities.- Gradient flows I.- Gradient flows II: Qualitative properties.- Gradient flows III: Functional inequalities.- Synthetic treatment of Ricci curvature.- Analytic and synthetic points of view.- Convergence of metric-measure spaces.- Stability of optimal transport.- Weak Ricci curvature bounds I: Definition and Stability.- Weak Ricci curvature bounds II: Geometric and analytic properties.
Details
Erscheinungsjahr: 2016
Fachbereich: Analysis
Genre: Mathematik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Reihe: Grundlehren der mathematischen Wissenschaften
Inhalt: xxii
976 S.
ISBN-13: 9783662501801
ISBN-10: 3662501805
Sprache: Englisch
Ausstattung / Beilage: Paperback
Einband: Kartoniert / Broschiert
Autor: Villani, Cédric
Redaktion: Villani, Cédric
Auflage: Softcover reprint of the original 1st ed. 2009
Hersteller: Springer-Verlag GmbH
Springer Berlin Heidelberg
Grundlehren der mathematischen Wissenschaften
Maße: 235 x 155 x 54 mm
Von/Mit: Cédric Villani
Erscheinungsdatum: 23.08.2016
Gewicht: 1,48 kg
Artikel-ID: 109583065
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