Topics in Optimal Transportation

Topics in Optimal Transportation
Author: Cédric Villani
Publisher: American Mathematical Soc.
Total Pages: 370
Release: 2021-08-25
Genre: Education
ISBN: 1470467267

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This is the first comprehensive introduction to the theory of mass transportation with its many—and sometimes unexpected—applications. In a novel approach to the subject, the book both surveys the topic and includes a chapter of problems, making it a particularly useful graduate textbook. In 1781, Gaspard Monge defined the problem of “optimal transportation” (or the transferring of mass with the least possible amount of work), with applications to engineering in mind. In 1942, Leonid Kantorovich applied the newborn machinery of linear programming to Monge's problem, with applications to economics in mind. In 1987, Yann Brenier used optimal transportation to prove a new projection theorem on the set of measure preserving maps, with applications to fluid mechanics in mind. Each of these contributions marked the beginning of a whole mathematical theory, with many unexpected ramifications. Nowadays, the Monge-Kantorovich problem is used and studied by researchers from extremely diverse horizons, including probability theory, functional analysis, isoperimetry, partial differential equations, and even meteorology. Originating from a graduate course, the present volume is intended for graduate students and researchers, covering both theory and applications. Readers are only assumed to be familiar with the basics of measure theory and functional analysis.


Topics in Optimal Transportation
Language: en
Pages: 370
Authors: Cédric Villani
Categories: Education
Type: BOOK - Published: 2021-08-25 - Publisher: American Mathematical Soc.

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This is the first comprehensive introduction to the theory of mass transportation with its many—and sometimes unexpected—applications. In a novel approach t
Optimal Transport
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Pages: 970
Authors: Cédric Villani
Categories: Mathematics
Type: BOOK - Published: 2008-10-26 - Publisher: Springer Science & Business Media

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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 tr
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Pages: 272
Authors: Gabriel Peyre
Categories: Computers
Type: BOOK - Published: 2019-02-12 - Publisher: Foundations and Trends(r) in M

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The goal of Optimal Transport (OT) is to define geometric tools that are useful to compare probability distributions. Their use dates back to 1781. Recent years
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Language: en
Pages: 204
Authors: Marc Bernot
Categories: Business & Economics
Type: BOOK - Published: 2009 - Publisher: Springer Science & Business Media

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Language: en
Pages: 250
Authors: Luigi Ambrosio
Categories: Mathematics
Type: BOOK - Published: 2021-07-22 - Publisher: Springer Nature

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This textbook is addressed to PhD or senior undergraduate students in mathematics, with interests in analysis, calculus of variations, probability and optimal t