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Emergence of Scale Free Networks from Ideal Free Distributions

By Jorge Finke, Nicanor Quijano and Kevin M. Passino

Abstract

This paper presents a class of network optimization processes that account for the emergence of scalefree network structures. We introduce a mathematical framework that captures the connectivity and growth dynamics of a network with an arbitrary initial topology. We show how selection via differential node fitness affects the proportion of connections a node makes to other nodes, and how a heavy-tailed connectivity behavior manifests itself from consecutive achievements of ideal free distributions (IFDs). Finally, we present simulation results that show how this class of networks may emerge even when consecutive IFDs are not perfectly reached

Year: 2006
OAI identifier: oai:CiteSeerX.psu:10.1.1.135.164
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