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arxiv: cond-mat/0501186 · v1 · submitted 2005-01-10 · ❄️ cond-mat.other

Many-Body Theory for Multi-Agent Complex Systems

classification ❄️ cond-mat.other
keywords systemscomplexmany-bodymulti-agenttheoryacrossagreementanalogy
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Multi-agent complex systems comprising populations of decision-making particles, have wide application across the biological, informational and social sciences. We uncover a formal analogy between these systems' time-averaged dynamics and conventional many-body theory in Physics. Their behavior is dominated by the formation of 'Crowd-Anticrowd' quasiparticles. For the specific example of the Minority Game, our formalism yields analytic expressions which are in excellent agreement with numerical simulations.

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