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)

Lehrveranstaltungen:

• • Mathematical Optimization for Communications & Signal Processing
    (Vorlesung, 2 SWS, Frauke Liers, Do, 10:00 - 12:00, Übung 2 / 01.251-128; Sollten Sie sich für diesen Kurs interessieren, melden Sie sich im zugehörigen Studonkurs an.)

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:

1. Communications and Multimedia Engineering (Master of Science)
   (Po-Vers. 2011 | TechFak | Communications and Multimedia Engineering (Master of Science) | Gesamtkonto | Wahlpflichtmodule | Technische Wahlpflichtmodule | Mathematical Optimization in Communications and Signal Processing)
2. Communications and Multimedia Engineering (Master of Science)
   (Po-Vers. 2011 | TechFak | Communications and Multimedia Engineering (Master of Science) | Gesamtkonto | Wahlmodule | Technische Wahlmodule | Mathematical Optimization in Communications and Signal Processing)

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 2022/2023, 1. Wdh.: WS 2022/2023

1. Prüfer:

Frauke Liers