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 |
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Format: | Artikel |
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). |
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ISSN: | 0031-9007 1079-7114 |
DOI: | 10.1103/physrevlett.89.258702 |