Course MAT-82-11-K-7
Numerical Methods in Control Theory (4V, 9.0 LP)
Course Type
SWS | Type | Course Form | CP (Effort) | Presence-Time / Self-Study | |
---|---|---|---|---|---|
4 | V | Lecture | 9.0 CP | 56 h | 214 h |
(4V) | 9.0 CP | 56 h | 214 h |
Basedata
Contents
Numerical methods dealing with problems of the linear control theory will be covered, especially:
- general and structured eigenvalue problems, normal forms,
- matrix equations (e.g. Lyapunov and Riccati) and their numerical solutions,
- general theory of huge systems of equations,
- reduction of model (especially based on singular value decompositions and Krylov subspace method).
Literature
- A.C. Antoulas: Approximation of Large-Scale Dynamical Systems,
- P.H. Petkov, N.D. Christov, M.M. Konstantinov: Computational Methods for Linear Control Systems,
- B. Datta: Numerical Methods for Linear Control Systems,
- A. Linnemann: Numerische Methoden für lineare Regelungssysteme,
- K. Zhou, J.C. Doyle, K. Glover: Robust and Optimal Control.
Materials
Further literature will be announced in the lecture.
Requirements for attendance (informal)
Modules:
- [MAT-10-1-M-2] Fundamentals of Mathematics (M, 28.0 LP)
- [MAT-14-11-M-3] Introduction to Numerical Methods (M, 9.0 LP)
- [MAT-80-12A-M-4] Introduction to Systems and Control Theory (M, 4.5 LP)
Requirements for attendance (formal)
None
References to Course [MAT-82-11-K-7]
Module | Name | Context | |
---|---|---|---|
[MAT-82-11-M-7] | Numerical Methods in Control Theory | P: Obligatory | 4V, 9.0 LP |