Scale-free networks from varying vertex intrinsic fitness

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...

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Veröffentlicht in:Physical review letters 2002-12, Vol.89 (25), p.258702-258702, Article 258702
Hauptverfasser: Caldarelli, G, Capocci, A, De Los Rios, P, Muñoz, M A
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Sprache:eng
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Zusammenfassung: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).
ISSN:0031-9007
1079-7114
DOI:10.1103/physrevlett.89.258702