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Emergence of Scaling in Random Networks

Science · 1999 · Vol. 286(5439) · pp. 509–512
Albert-Ĺaszló BarabásiRéka Albert

Abstract

Systems as diverse as genetic networks or the World Wide Web are best described as networks with complex topology. A common property of many large networks is that the vertex connectivities follow a scale-free power-law distribution. This feature was found to be a consequence of two generic mechanisms: (i) networks expand continuously by the addition of new vertices, and (ii) new vertices attach preferentially to sites that are already well connected. A model based on these two ingredients reproduces the observed stationary scale-free distributions, which indicates that the development of large networks is governed by robust self-organizing phenomena that go beyond the particulars of the individual systems.

Complex Network Analysis TechniquesOpinion Dynamics and Social InfluenceEvolutionary Game Theory and CooperationVertex (graph theory)Complex networkScalingScale-free networkComputer scienceTopology (electrical circuits)Preferential attachmentTheoretical computer scienceRandom graphStatistical physics
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