TH Köln

Master Digital Sciences

Dokumente zur Akkreditierung des Studiengangs

Modul »Operations Research« (OR)

Informationen zur Organisation des Moduls

Modulverantwortung
Prof. Dr. Boris Naujoks (Fakultät F10)
Sprache
Englisch
Angeboten im
Wintersemester (Dauer 1 Semester)
Ort
Campus Gummersbach, oder remote
Anzahl Teilnehmer*innen
minimal 5, maximal 25
Vorbedingung
keine
Empfehlung
keine
ECTS
6
Aufwand
Gesamtaufwand 180h
Kontaktzeit
60h (30h Vorlesung / 30h Seminar)
Selbstlernzeit
120h
Prüfung
Semesterbegleitendes Projekt oder Fachgespräch
Vermittelte Kompetenzen
Model Systems, Optimize Systems
Beziehung zu globalen Studiengangskriterien
Digitalisierung

Beitrag zu Handlungsfeldern

Nachfolgend ist die Zuordnung des Moduls zu den Handlungsfeldern des Studiengangs aufgeführt, und zwar als anteiliger Beitrag (als ECTS und inhaltlich). Dies gibt auch Auskunft über die Verwendbarkeit des Moduls in anderen Studiengängen und über die Beziehung zu anderen Modulen im selben Studiengang.

Handlungsfeld ECTS (anteilig) Modulbeitrag zum Handlungsfeld
Generating and Accessing Knowledge 4

Students learn modelling and optimisation methods that are typically used for solving managerial planning and decision problems. They will be able to assess the applicability, usefulness and limitations of these methods and develop alternative strategies.

Empowering Business 1

Knowledge of such methods is useful in solving managerial planning and decision problems.

Designing Innovations and Products 1

Modelling and optimisation techniques are also used in the automation and the design of processes and new products.

Learning Outcome

  1. Students learn modelling and optimisation methods by being introduced to them in the lectures and applying these in practical examples. Such techniques are typically used for solving managerial planning, product, and process desing as well as decision analysis and decision making.
  2. Students will be able to assess the applicability, usefulness and limitations of these methods and develop alternative strategies by discussiong these in detail and resoning about improvements.

Inhaltliche Beschreibung des Moduls

  1. Basic understanding of optimisation problems and how to model these
  2. Linear optimisation problems and solving these with the Simplex Algorithm
  3. Duality and sensitivity analysis
  4. Discrete optimisation problems, typical instances like knapsack as well as TSP, and solving these with the Branch & Bound method
  5. Heuristic and meta-heuristic solutions methods and their application
  6. Multi-criteria decision analysis and making

Lehr- und Lernformen

  • Lectures with integrated exercises
  • Student reports and presentations

Zur Verfügung gestelltes Lehrmaterial

  • Notes and slides from lectures

Weiterführende Literatur

  • K. Neumann and M. Morlock: Operation Research Carl Hanser Verlag, 1993
  • P. A. Jensen and J. F. Bard: Operation Research – Models and Methods, John Wiley & Sons, 2003
  • F. S. Hillier and G. J. Liebermann: Operations Research, McGraw-Hill, 1994