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Scale-Free Networks from Varying Vertex Intrinsic Fitness

by: G. Caldarelli, A. Capocci, P. De Los Rios, M. Muñoz
Physical Review Letters, Vol. 89, No. 25. (16 December 2002), doi:10.1103/PhysRevLett.89.258702  Key: citeulike:90545

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Abstract

A new mechanism leading to scale-free networks is proposed in this Letter. It is shown that, in many cases of interest, the connectivity power-law behavior is neither related to dynamical properties nor to preferential attachment. Assigning a quenched fitness value x(i) to every vertex, and drawing links among vertices with a probability depending on the fitnesses of the two involved sites, gives rise to what we call a good-get-richer mechanism, in which sites with larger fitness are more likely to become hubs (i.e., to be highly connected).


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