Agent-Based Modeling

This class is taught in English as part of the Master SIED of the University Nice Sophia Antipolis.


Academic Year 2018-2019

II semester, 3 ECTS.

Instructor: Prof. Andrea G. B. Tettamanzi.

Objectives

This course will provide a friendly introduction to the fascinating field of agent-based modeling. We will study how to use agent-based modeling to understand and examine a wide range of complex problems related to Economics and beyond. We will also see how to build a model from the ground up using the Python programming langage and how to analyze its results.

Timetable

This course consists of 10 units of 2 hours each, mixing lectures and hands-on sessions.

Class Schedule

Unit # Date Subject
1 Thursday, January 24, 2019, 16:00-18:00 Introduction
2 Thursday, January 31, 2019, 16:00-18:00 Building a Simple Model
Mesa Tutorial
3 Thursday, February 7, 2019, 16:00-18:00 Hands-on session:
Mesa Tutorial (continued)
4 Thursday, February 14, 2019, 16:00-18:00 Creating Agent-Based Models
The El Farol Bar Problem
5 Thursday, February 28, 2019, 16:00-18:00 Hands-on session:
The El Farol Bar Problem (continued)
6 Thursday, March 7, 2019, 16:00-18:00 Hands-on session:
The El Farol Bar Problem (continued)
7 Thursday, March 28, 2019, 16:00-18:00 Designing an Agent-Based Model and Analyzing its results
Testing Carlo Cipolla's Laws of Human Stupidity with Agent-Based Modeling
8 Thursday, April 4, 2019, 16:00-18:00 Hands-on session:
Testing Carlo Cipolla's Laws of Human Stupidity with Agent-Based Modeling (continued)
9 Thursday, April 11, 2019, 16:00-18:00 The ODD Protocol
Applying the ODD Protocol to the ABM of Carlo Cipolla's Laws of Human Stupidity
10 Thursday, April 18, 2019, 16:00-18:00 Hands-on session:
Testing Carlo Cipolla's Laws of Human Stupidity with Agent-Based Modeling (continued)

Support

Slides

The slides used in class may be downloaded by clicking on the title of the corresponding unit.

On-Line Resources

The official Web site of the Mesa Agent-Based Modeling Framework.

Grading

Grading is based on


Last Updated on April 11, 2019