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Mathematical Optimization for Communications & Signal Processing (MathOpt)5 ECTS
(englische Bezeichnung: Mathematical Optimization for Communications & Signal Processing)
(Prüfungsordnungsmodul: Mathematical Optimization in Communications and Signal Processing)
Modulverantwortliche/r: Frauke Liers
Lehrende:
Frauke Liers
| Start semester: |
WS 2021/2022 | Duration: |
1 semester | Cycle: |
jährlich (WS) |
| Präsenzzeit: |
60 Std. | Eigenstudium: |
90 Std. | Language: |
Englisch |
Lectures:
Inhalt:
Content:
The focus of this module is on methods for modeling and solving optimization problems as they occur in the field communication and signal processing. Starting from practical applications, different classes of optimization problems are introduced that include linear, mixed-integer linear, continuous non-linear as well as mixed-integer non-linear optimization problems. Advantages and disadvantages of different modeling techniques will be outlined and different reformulations will be presented in order to achieve efficient solution approaches. Students will learn how to present optimization results properly as well as how to interpret and evaluate these results for practical applications in communications and signal processing.
Lernziele und Kompetenzen:
The students
a) have an overview over mathematical optimization in practice
b) apply mathematical optimization modeling and solution techniques
c) decide which solution approaches are suitable for which class of models
d) know available software and how to use it
Verwendbarkeit des Moduls / Einpassung in den Musterstudienplan:
- Advanced Signal Processing & Communications Engineering (Master of Science)
(Po-Vers. 2021w | TechFak | Communications Engineering (Master of Science) | Gesamtkonto | Mathematical Optimization in Communications and Signal Processing)
Dieses Modul ist daneben auch in den Studienfächern "Communications and Multimedia Engineering (Master of Science)" verwendbar. Details
Studien-/Prüfungsleistungen:
Mathematical Optimization in Communications and Signal Processing (Prüfungsnummer: 84001)(englischer Titel: Mathematical Optimization in Communications and Signal Processing)
- Prüfungsleistung, Klausur, Dauer (in Minuten): 90, benotet, 5 ECTS
- Anteil an der Berechnung der Modulnote: 100.0 %
- Erstablegung: WS 2021/2022, 1. Wdh.: WS 2021/2022
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