Tutorial on agent-based modelling and simulation
Argonne National Laboratory · University of Chicago
Abstract
Agent-based modelling and simulation (ABMS) is a relatively new approach to modelling systems composed of autonomous, interacting agents. Agent-based modelling is a way to model the dynamics of complex systems and complex adaptive systems. Such systems often self-organize themselves and create emergent order. Agent-based models also include models of behaviour (human or otherwise) and are used to observe the collective effects of agent behaviours and interactions. The development of agent modelling tools, the availability of micro-data, and advances in computation have made possible a growing number of agent-based applications across a variety of domains and disciplines. This article provides a brief…
Citation impact
- FWCI
- 67.34
- Percentile
- 100%
- References
- 62
Authors
2Topics & keywords
- Computer science
- Variety (cybernetics)
- Multi-agent system
- Agent-based model
- Complex system
- Autonomous agent
- Data science
- Complex adaptive system