General Information (Master)
Here you will find the lectures that are offered on a Master level.
If you would like to attend a Master Seminar or if you are interested in doing your Research Project or Master Thesis at our chair, please contact
Konstantin Kloster,
Marvin Caspar, or
Daniel Schermer to receive information about available topics.
Information regarding Master's Degree Exams(since Summer Term 2022)
Starting with the summer term of 2022, the range of courses that we offer for master's level students will be revised. From this point in time, we are going to offer the following 4.5 CP modules that are eligible for a specialization (Wirtschaftswissenschaftlicher Profilbereich) in Business Information Systems & Operations Research:
- Betriebliche Standardsoftware im Prozessmanagement (BSS) (subject to change; not offered during 2022),
- Business Process Management (BPM),
- Computational Intelligence (CI),
- Electronic Markets (EM),
- Multiagent Systems (MAS),
- Optimization of Logistic Systems (OLS).
Except for Electronic Markets, each module corresponds to exactly one lecture (and examination). These modules can be taken indepdently from each other.
Electronic Markets
The module Electronic Markets is different: it consists of parts 1 to 4 of which exactly 3 parts (each 1.5 CP) must be selected to form a feasible 4.5 CP module. The grade of Electronic Markets is determined by the points achieved in each part. The details are handled by the examination regulations and module handbook. In particular, the following rules apply to Electronic Markets:
- There is no final grade for each part; only for the entire 4.5 CP module.
- The module must be passed as a whole. In case of failure, the module must be repeated as a whole.
- All partial examinations that contribute to the module must be taken during the same examination period (refer to § 12 of the examination regulations):
- For the winter term, the examination period generally ranges from November 16th until May 15th of the following year.
- For the summer term, the examination period generally ranges from May 16th until November 15th.
At the examination office it is only necessary to register the main module "Electronic Markets" (not the individual parts that contribute to the module).
For students from any other departments (e.g., Computer Science, Mathematics, Erasmus)
The information that was presented above is primarly intended for students of Betriebswirtschaftslehre or Wirtschaftsingenieurwesen. If you study something different then we are not aware of the regulations that might apply to you. To avoid any problems, it is recommended that you contact your examination office (during the exam registration period) in order to verify your eligibility for individual exams or modules.
Computational Intelligence
Content
- Introduction
- Heuristics
- Easy versus hard optimization problems
- Problem Space Search: A*-algorithm
- Solution Space Search: local search, simulated annealing, tabu search, variable neighborhood search
- Population-based Search: genetic algorithms, artificial ants, swarm optimization
- Modeling and Programming
- Initiation to programming with Python
- Mathematical modeling
- Initiation to solver Gurobi
- Bayesian Belief Networks
- Cooperative Simulated Annealing
- Reinforcement Learning, supervised and unsupervised learning, ...
- Artificial Neural Networks
- Yield Management