SYSEN 5214

Introduction to Agent-Based Modeling

Course Description

Course information provided by the 2026-2027 Catalog.

This course introduces students to the theory and practice of agent-based modeling and simulation. Topics to be discussed include: History of agent-based modeling, cellular automata and pattern formation, economic and game theoretic agent-based models, networked agent models, ecological and evolutionary agent-based models, and real-world applications.

Last 4 Terms Offered 2026FA

Learning Outcomes

• Evaluate the suitability of agent-based modeling for addressing complex adaptive systems involving heterogeneous actors, interactions, emergence, and adaptation.
• Design simulation experiments to investigate system behavior across alternative scenarios and policy interventions.
• Analyze implemented agent decision-making mechanisms through quantitative techniques including sensitivity analysis, parameter exploration, replication, and uncertainty assessment.

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