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.

2023S, VO, 2.0h, 3.0EC

Properties

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

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

preliminary lecture (also to dertermine the dates): Tuesday March 7th, 11 a.m. (Freihaus 7. Floor, green section, Besprechungszimmer)


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
Tue11:00 - 12:0007.03.2023 Besprechungszimmer, Freihaus 7. Floor, green sectionPreliminary Lecture
Tue13:00 - 15:0014.03.2023 - 13.06.2023Sem.R. DB gelb 03 Lecture
AKANA AKGEO Geometry of Optimal Transportation - Single appointments
DayDateTimeLocationDescription
Tue07.03.202311:00 - 12:00 Besprechungszimmer, Freihaus 7. Floor, green sectionPreliminary Lecture
Tue14.03.202313:00 - 15:00Sem.R. DB gelb 03 Lecture
Tue21.03.202313:00 - 15:00Sem.R. DB gelb 03 Lecture
Tue28.03.202313:00 - 15:00Sem.R. DB gelb 03 Lecture
Tue18.04.202313:00 - 15:00Sem.R. DB gelb 03 Lecture
Tue25.04.202313:00 - 15:00Sem.R. DB gelb 03 Lecture
Tue02.05.202313:00 - 15:00Sem.R. DB gelb 03 Lecture
Tue09.05.202313:00 - 15:00Sem.R. DB gelb 03 Lecture
Tue16.05.202313:00 - 15:00Sem.R. DB gelb 03 Lecture
Tue23.05.202313:00 - 15:00Sem.R. DB gelb 03 Lecture
Tue06.06.202313:00 - 15:00Sem.R. DB gelb 03 Lecture
Tue13.06.202313:00 - 15:00Sem.R. DB gelb 03 Lecture

Examination modalities

oral exam

Course registration

Begin End Deregistration end
01.02.2023 00:00 30.03.2023 00:00 30.05.2023 00:00

Curricula

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

Literature

Ein Skriptum ist verfügbar.

Language

if required in English