DE

Modul

Optimization in Banach Spaces [M-MATH-102924]

Credits
5
Recurrence
Unregelmäßig
Duration
1 Semester
Language
Level
4
Version
2

Responsible

Organisation

  • KIT-Fakultät für Mathematik

Part of

Bricks

Identifier Name LP
T-MATH-105893 Optimization in Banach Spaces 5

Competence Certificate

The module will be completed by an oral exam (approx. 30 min).

Competence Goal

The students can transfer properties from finite dimensional optimization problems to infinite dimensional cases. Furthermore, they can apply these results to problems from approximation theory, calculus of variation and optimal control. The students know about the main theorems and their proofs and can explain conclusions with the help of examples.

Prerequisites

none

Content

Basics from Functional Analysis (in particular separation theorems, properties of convex functions and generalized derivatives), duality theory of convex problems, differentiable optimization problems (Lagrange multiplier), sufficient optimality conditions, existence results, applications in approximation theory, calculus of variation, and optimal control theory.

Recommendation

Some basic knowledge of finite dimensional optimization theory and functional analysis is desirable.

Workload

Total workload: 150 hours

Attendance: 60 hours

  • lecture including course related examinations

Self-studies: 90 hours

  • follow-up and deepening of the course content
  • work on problem sheets
  • literature study and internet research relating to the course content
  • preparation for the module examination