Theory of Collective Dynamics in Multi-Agent Complex Systems

Details Theory of Collective Dynamics in Multi-Agent Complex Systems Theory of Collective Dynamics in Multi-Agent Complex Systems

2004-03-05

arxiv.org/abs/cond-mat/0403158v1

Physics

Condensed Matter

Statistical Mechanics

Contribution to DPG Spring Meeting 2004 in Regensburg, Germany

Scientific paper

We discuss a crowd-based theory for describing the collective behavior in Complex Systems comprising multi-agent populations competing for a limited resource. These systems -- whose binary versions we refer to as B-A-R (Binary Agent Resource) systems -- have a dynamical evolution which is determined by the aggregate action of the heterogeneous, adaptive agent population. Accounting for the strong correlations between agents' strategies, yields an accurate analytic description of the system's dynamics.

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