Flocks, herds and schools: A distributed behavioral model
SIGGRAPH '87 Proceedings of the 14th annual conference on Computer graphics and interactive techniques
Agent theories, architectures, and languages: a survey
ECAI-94 Proceedings of the workshop on agent theories, architectures, and languages on Intelligent agents
Swarm intelligence: from natural to artificial systems
Swarm intelligence: from natural to artificial systems
Petri Net Theory and the Modeling of Systems
Petri Net Theory and the Modeling of Systems
Turing universality of the game of life
Collision-based computing
Theory of Self-Reproducing Automata
Theory of Self-Reproducing Automata
Tutorial on agent-based modeling and simulation
WSC '05 Proceedings of the 37th conference on Winter simulation
Simulation Modeling and Analysis (McGraw-Hill Series in Industrial Engineering and Management)
Simulation Modeling and Analysis (McGraw-Hill Series in Industrial Engineering and Management)
Tutorial on agent-based modeling and simulation part 2: how to model with agents
Proceedings of the 38th conference on Winter simulation
On the Generality of Event-Graph Models
INFORMS Journal on Computing
Generative Social Science: Studies in Agent-Based Computational Modeling (Princeton Studies in Complexity)
Information Sciences: an International Journal
Integrated human decision making model under belief-desire-intention framework for crowd simulation
Proceedings of the 40th Conference on Winter Simulation
Agent-based simulation of electricity markets: a survey of tools
Artificial Intelligence Review
Agent-based modeling and simulation
Winter Simulation Conference
Agent-based simulation and optimization with learning and applications on electricity markets
Agent-based simulation and optimization with learning and applications on electricity markets
PADS '12 Proceedings of the 2012 ACM/IEEE/SCS 26th Workshop on Principles of Advanced and Distributed Simulation
A tutorial on simulation modeling in six dimensions
Proceedings of the Winter Simulation Conference
Towards an ontological foundation of agent-based simulation
Proceedings of the Winter Simulation Conference
Interaction metric of emergent behaviors in agent-based simulation
Proceedings of the Winter Simulation Conference
Post-mortem analysis of emergent behavior in complex simulation models
Proceedings of the 2013 ACM SIGSIM conference on Principles of advanced discrete simulation
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This tutorial demonstrates the use of agent-based simulation (ABS) in modeling emergent behaviors. We first introduce key concepts of ABS by using two simple examples: the Game of Life and the Boids models. We illustrate agent-based modeling issues and simulation of emergent behaviors by using examples in social networks, auction-type markets, emergency evacuation, crowd behavior under normal situations, biology, material science, chemistry, and archaeology. Finally, we discuss the relationship between ABS and other simulation methodologies and outline some research challenges in ABS.