104.613 AKANA AKGEO Geometry of Optimal Transportation
This course is in all assigned curricula part of the STEOP.
This course is in at least 1 assigned curriculum part of the STEOP.

2022S, VO, 2.0h, 3.0EC
TUWEL

Properties

  • Semester hours: 2.0
  • Credits: 3.0
  • Type: VO Lecture
  • Format: Hybrid

Learning outcomes

After successful completion of the course, students are able to:

  • Formulate the optimal transportation problem according to Monge resp. Kantorovich.
  • Solve the 1-dimensional optimal transportation problem.
  • Formulate the dual problem according to Kantorovich and prove the existence of maximizers.
  • Define the Wasserstein space and Wasserstein distance.
  • Prove classical geometric inequalities using optimal transportation.

Subject of course

Optimal Transport formulation according to Monge resp. Kantorovich; Kantorovich Duality; solution of the 1-dimensional problem; theory of convex functions, in particular the Legendre transform; Wasserstein distances and Wasserstein spaces; geometric inequalites (Brunn-Minkowski, Prékopa-Leindler,...)

Teaching methods

Mathematical definitions and proves.

Mode of examination

Oral

Additional information

Lecture Friday 10h-12h at Zeichensaal 1 (FH 8th floor, green section).


Additional literature:

  • Cédric Villani, "Topics in Optimal Transportation", Graduate Studies in Mathematics Volume 58, American Mathematical Society, 2003.
  • Cédric Villani, "Optimal transport: old and new",  Grundlehren der mathematischen Wissenschaften 338, Springer-Verlag, 2009.

Lecturers

Institute

Course dates

DayTimeDateLocationDescription
Fri10:00 - 12:0018.03.2022 - 24.06.2022Zeichensaal 1 104.613 Geometry of Optimal Transportation
AKANA AKGEO Geometry of Optimal Transportation - Single appointments
DayDateTimeLocationDescription
Fri18.03.202210:00 - 12:00Zeichensaal 1 104.613 Geometry of Optimal Transportation
Fri25.03.202210:00 - 12:00Zeichensaal 1 104.613 Geometry of Optimal Transportation
Fri01.04.202210:00 - 12:00Zeichensaal 1 104.613 Geometry of Optimal Transportation
Fri08.04.202210:00 - 12:00Zeichensaal 1 104.613 Geometry of Optimal Transportation
Fri29.04.202210:00 - 12:00Zeichensaal 1 104.613 Geometry of Optimal Transportation
Fri06.05.202210:00 - 12:00Zeichensaal 1 104.613 Geometry of Optimal Transportation
Fri13.05.202210:00 - 12:00Zeichensaal 1 104.613 Geometry of Optimal Transportation
Fri20.05.202210:00 - 12:00Zeichensaal 1 104.613 Geometry of Optimal Transportation
Fri03.06.202210:00 - 12:00Zeichensaal 1 104.613 Geometry of Optimal Transportation
Fri10.06.202210:00 - 12:00Zeichensaal 1 104.613 Geometry of Optimal Transportation
Fri17.06.202210:00 - 12:00Zeichensaal 1 104.613 Geometry of Optimal Transportation
Fri24.06.202210:00 - 12:00Zeichensaal 1 104.613 Geometry of Optimal Transportation

Examination modalities

oral exam

Course registration

Begin End Deregistration end
23.02.2022 00:00 31.03.2022 00:00 31.05.2022 00:00

Curricula

Study CodeObligationSemesterPrecon.Info
860 GW Optional Courses - Technical Mathematics Not specified

Literature

Ein Skriptum ist verfügbar.

Language

if required in English