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Mathematical Optimization in Communications and Signal Processing (MathOpt)5 ECTS
(englische Bezeichnung: Mathematical Optimization in Communications and Signal Processing)
(Prüfungsordnungsmodul: Technische Wahlmodule)
Modulverantwortliche/r: Frauke Liers
Lehrende:
Frauke Liers
| Start semester: |
WS 2017/2018 | Duration: |
1 semester | Cycle: |
jährlich (WS) |
| Präsenzzeit: |
45 Std. | Eigenstudium: |
105 Std. | Language: |
Englisch |
Lectures:
Empfohlene Voraussetzungen:
A bachelor course in Mathematics for Engineers. Recommended are 3-4 courses in Mathematics for Engineers.
Inhalt:
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
Literatur:
Lecture notes
Bemerkung:
Teaching is in English only. In the exam, each student can choose between English and German.
Weitere Informationen:
Keywords: ASC
Verwendbarkeit des Moduls / Einpassung in den Musterstudienplan:
- Communications and Multimedia Engineering (Master of Science)
(Po-Vers. 2011 | TechFak | Communications and Multimedia Engineering (Master of Science) | Masterprüfung | Wahlmodule | Technische Wahlmodule)
Dieses Modul ist daneben auch in den Studienfächern "Advanced Signal Processing & Communications Engineering (Master of Science)" verwendbar. Details
Studien-/Prüfungsleistungen:
Mathematical Optimization in Communications and Signal Processing (Prüfungsnummer: 84001)(englischer Titel: Lecture Mathematical Optimization for Communications & Signal Processing)
- Prüfungsleistung, Klausur, Dauer (in Minuten): 90, benotet, 5 ECTS
- Anteil an der Berechnung der Modulnote: 100.0 %
- Prüfungssprache: Deutsch oder Englisch
- Erstablegung: WS 2017/2018, 1. Wdh.: SS 2018, 2. Wdh.: WS 2018/2019
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