Up-to-date information will be distributed via Moodle only!
Please check if you are registered for the event in Moodle. If this is not possible, please contact Lukas Theiner for registration.
The lecture is held in English.
Organization
| Lecturer | Prof. Dr.-Ing. Rolf Findeisen |
| Lecture assistant | Lukas Theiner |
| Scope | 3+2 (3 SWS lecture, 2 SWS exercise) |
| Lecture and exercise | All dates, scripts and information will be distributed via Moodle. |
| Examination | The examination is a written exam (duration: 120 minutes). If fewer than 25 students register, the examination can be oral (duration: 25 minutes). The type of examination will be announced at the beginning of the course. |
Content of the lecture
The lecture deals with the topics
- Modeling based on basic physical laws
- Modeling of locally distributed systems
- Model simplification
- Linearization
- Order reduction
- Numerical integration methods
- Static and dynamic optimization
- Parameter optimization
- Data-driven modeling
- Modeling with machine learning methods.
