Theory of enhanced performance emerging in a sparsely-connected competitive population
classification
❄️ cond-mat.dis-nn
keywords
competitiveenhancedperformancepopulationsparsely-connectedtheoryanalyticanghel
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We provide an analytic theory to explain Anghel et al.'s recent numerical finding whereby a maximum in the global performance emerges for a sparsely-connected competitive population [Phys. Rev. Lett. 92, 058701 (2004)]. We show that the effect originates in the highly-correlated dynamics of strategy choice, and can be significantly enhanced using a simple modification to the model.
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