851-0101-86L Agent-Based Modeling and Social System Simulation
|Periodizität||jährlich wiederkehrende Veranstaltung|
|Kommentar||Number of participants limited to 100.|
Prerequisites: Basic programming skills, elementary probability and statistics.
|Kurzbeschreibung||This course introduces mathematical and computational models to study techno-socio-economic systems and the process of scientific research. Students develop a significant project to tackle techno-socio-economic challenges in application domains of complex systems. They are expected to implement a model and communicating their results through a seminar thesis and a short oral presentation.|
|Lernziel||The students are expected to know a programming language and environment (Python, Java or Matlab) as a tool to solve various scientific problems. The use of a high-level programming environment makes it possible to quickly find numerical solutions to a wide range of scientific problems. Students will learn to take advantage of a rich set of tools to present their results numerically and graphically. |
The students should be able to implement simulation models and document their skills through a seminar thesis and finally give a short oral presentation.
|Inhalt||Students are expected to implement themselves models of various social processes and systems, including agent-based models, complex networks models, decision making, group dynamics, human crowds, or game-theoretical models. |
Part of this course will consist of supervised programming exercises. Credit points are finally earned for the implementation of a mathematical or empirical model from the complexity science literature and the documentation in a seminar thesis.
|Skript||The lecture slides will be presented on the course web page after each lecture.|
|Literatur||Literature, in particular regarding computer models in the (computational) social sciences, will be provided in the course.|
|Voraussetzungen / Besonderes||The number of participants is limited to the size of the available computer teaching room. The source code related to the seminar thesis should be well enough documented. |
Good programming skills and a good understanding of probability & statistics and calculus are expected.