En poursuivant votre navigation sur ce site, vous acceptez l'utilisation d'un simple cookie d'identification. Aucune autre exploitation n'est faite de ce cookie. OK
1

Introduction to optimal transport theory - lecture 2

Bookmarks Report an error
Multi angle
Authors : Santambriogio, Filippo (Author of the conference)
CIRM (Publisher )

Loading the player...

Abstract : Optimal transport, a mathematical theory which developed out of a problem raised by Gaspard Monge in the 18th century and of the reformulation that Leonid Kantorovich gave of it in the 20th century in connection with linear programming, is now a very lively branch of mathematics at the intersection of analysis, PDEs, probability, optimization and many applications, ranging from fluid mechanics to economics, from differential geometry to data sciences. In this short course we will have a very basic introduction to this field. The first lecture (2h) will be mainly devoted to the problem itself: given two distributions of mass, find the optimal displacement transforming the first one into the second (studying existence of such an optimal solution and its main properties). The second one (2h) will be devoted to the distance on mass distributions (probability measures) induced by the optimal cost, looking at topological questions (which is the induced topology?) as well as metric ones (which curves of measures are Lipschitz continuous for such a distance? what can we say about their speed, and about geodesic curves?) in connection with very natural PDEs such as the continuity equation deriving from mass conservation.

Keywords : optimal transport; convex duality; Wasserstein distances; continuity equation

MSC Codes :
35-XX - Partial differential equations
49J45 - Problems involving semicontinuity and convergence
49Q22 - Optimal transportation

    Information on the Video

    Film maker : Hennenfent, Guillaume
    Language : English
    Available date : 01/08/2022
    Conference Date : 19/07/2022
    Subseries : Research School
    arXiv category : Optimization and Control ; Analysis of PDEs
    Mathematical Area(s) : Analysis and its Applications ; Control Theory & Optimization ; PDE
    Format : MP4 (.mp4) - HD
    Video Time : 02:03:16
    Targeted Audience : Researchers ; Graduate Students ; Doctoral Students, Post-Doctoral Students
    Download : https://videos.cirm-math.fr/2022-07-19_Santambriogio_2.mp4

Information on the Event

Event Title : CEMRACS: Transport in Physics, Biology and Urban Traffic / CEMRACS: Transport en physique, biologie et traffic urbain
Event Organizers : Franck, Emmanuel ; Hivert, Helene ; Latu, Guillaume ; Leman, Hélène ; Maury, Bertrand ; Mehrenberger, Michel ; Navoret, Laurent
Dates : 18/07/2022 - 22/07/2022
Event Year : 2022
Event URL : http://smai.emath.fr/cemracs/cemracs22/s...

Citation Data

DOI : 10.24350/CIRM.V.19940703
Cite this video as: Santambriogio, Filippo (2022). Introduction to optimal transport theory - lecture 2. CIRM. Audiovisual resource. doi:10.24350/CIRM.V.19940703
URI : http://dx.doi.org/10.24350/CIRM.V.19940703

See Also

Bibliography



Imagette Video

Bookmarks Report an error