Computational models of social systems (851-0592-00)

Thanks to the revolution in information technology, computational modeling is increasingly used as a tool to study social systems. This seminar focuses exclusively on agent-based modeling, which is a particular type of computational methodology that allows the researcher to create, analyze, and experiment with artificial worlds populated by agents that interact in non-trivial ways. In such “complex adaptive systems,” computation is used to simulate the cognitive processes and behavior of agents in order to explore emergent macro phenomena, i.e., structural patterns that are not reducible to, or even understandable in terms of, properties of the micro-level agents.

Seminar available as elective course “Wahlpflichtfach” or as Ph D course.

Time: Summer Semester 2004; Tuesday 17:00-19:00
Place: HG D 1.1

Contents overview

The course starts with an introduction to the rationale and principles of agent-based modeling, followed by a brief survey of object-oriented programming in Java. The remainder of the semester focuses on a Java-based simulation framework called RePast. Throughout the semester, examples drawn from political science, economics, and sociology will be covered.

Prerequisites

Prior knowledge of programming is not required but highly recommended.

Performance evaluation

The students will be given weekly exercises at the beginning of the course. The last weeks will be devoted to a larger programming project.

Software

The course material is based on Java and RePast, but the students are allowed to produce code in a package of their own choosing.

Contacts

Prof. Lars-Erik Cederman (D-GESS)
International Conflict Research
Seilergraben 49
8092 Zurich
lcederman@ethz.ch
01-632 67 59

Luc Girardin (D-GESS)
International Conflict Research
Seilergraben 49
8092 Zurich
girardin@icr.gess.ethz.ch
01-632 67 30