articlePhysical Review LettersDec 3, 2002GREEN OA

Scale-Free Networks from Varying Vertex Intrinsic Fitness

Sapienza University of Rome · University of Fribourg · +3 more institutions

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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).

Citation impact

800
total citations
FWCI
21.45
Percentile
100%
References
23
Citations per year

Authors

4

Topics & keywords

Keywords
  • Vertex (graph theory)
  • Preferential attachment
  • Scale-free network
  • Computer science
  • Mechanism (biology)
  • Statistical physics
  • Combinatorics
  • Scale (ratio)
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