Scale-Free Networks from Varying Vertex Intrinsic Fitness
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 xi 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).
- Publication:
-
Physical Review Letters
- Pub Date:
- December 2002
- DOI:
- Bibcode:
- 2002PhRvL..89y8702C
- Keywords:
-
- 89.75.Hc;
- 89.75.Da;
- Networks and genealogical trees;
- Systems obeying scaling laws