Optimierung und Modellanalyse

What it is about

In this module you will learn fundamental concepts and methods of optimization, model analysis and numerical solution techniques. In the end you will be able to translate technical questions into mathematical optimization tasks and select appropriate solution approaches as well as assess the advantages and disadvantages of the procedures.

What you will be able to do

Formulate optimization problems from technical processes mathematically
Apply extremum calculation for functions of several variables
perform linear optimization and linear regression
use dynamic optimization for process engineering processes
understand mixed-integer problems
get to know gradient-based and derivative-free solution methods
classify genetic algorithms and their application areas

What the module consists of

VorlesungConveying the theoretical foundations using board work and presentations
ÜbungenDeepening of essential content, processing and discussion of exercise problems

Teaching method

Tafelanschrieb und PowerPoint-Präsentationentheoretical dissemination of the contents
Übungsaufgaben mit Musterlösungenrepetition and deepening as well as self-check through pre-solved and discussed tasks

Dates

LectureOptimierung und Modellanalyse (MW 2249)

Wed08:15–09:45
3414, Seminarraum (5504.03.414)
15× · 14.10.–03.02.
- 14.10.
- 21.10.
- 28.10.
- 04.11.
- 11.11.
- 18.11.
- 25.11.
- 02.12.
- 09.12.
- 16.12.
- 23.12.
- 13.01.
- 20.01.
- 27.01.
- 03.02.

ExerciseOptimierung und Modellanalyse (Übung) (MW 2249)

Mon13:00–15:00
3414, Seminarraum (5504.03.414)
14× · 19.10.–01.02.
- 19.10.
- 26.10.
- 02.11.
- 09.11.
- 16.11.
- 23.11.
- 30.11.
- 07.12.
- 14.12.
- 21.12.
- 11.01.
- 18.01.
- 25.01.
- 01.02.

From the current semester, not binding.

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