agent-based models
From The New Palgrave Dictionary of Economics, Second Edition, 2008
Edited by
Steven
N.
Durlauf
and
Lawrence
E.
Blume
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Abstract
Agent-based models consist of purposeful agents who interact in space and time and whose micro-level interactions create emergent patterns. Agent-based models consist not of real people but of computational objects that interact according to rules. The four primary features of agent-based models – learning, networks, externalities, and heterogeneity – though previously far from neoclassical economics, have become part of the mainstream. Agent-based models allow us to consider richer environments that include these features with greater fidelity than do existing techniques. They occupy a middle ground between stark, dry rigorous mathematics and loose, possibly inconsistent, descriptive accounts.
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Keywords
agent-based models; behavioural game theory; central limit theorem; complexity; Conway's game of life; economic complexity; emergence; equilibrium; interaction structures; learning and information aggregation in networks; mathematics and economics; prisoner's dilemma; rule-based behaviourBack to top
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See Also
I would like to thank Ken Kollman and Rick Riolo for comments on earlier drafts.
How to cite this article
Page, Scott E. "agent-based models." The New Palgrave Dictionary of Economics. Second Edition. Eds. Steven N. Durlauf and Lawrence E. Blume. Palgrave Macmillan, 2008. The New Palgrave Dictionary of Economics Online. Palgrave Macmillan. 09 September 2010 <http://www.dictionaryofeconomics.com/article?id=pde2008_A000218> doi:10.1057/9780230226203.0016
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