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18 April 2024

» arxiv » cond-mat/0409140

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Theory of enhanced performance emerging in a sparsely-connected competitive population
T.S. Lo ; K.P Chan ; P.M. Hui ; N.F. Johnson ;
Date:	7 Sep 2004
Subject:	Disordered Systems and Neural Networks \| cond-mat.dis-nn
Abstract:	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.
Source:	arXiv, cond-mat/0409140
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