Scale-Free Networks from Varying Vertex Intrinsic Fitness
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- 3 December 2002
- journal article
- research article
- Published by American Physical Society (APS) in Physical Review Letters
- Vol. 89 (25) , 258702
- https://doi.org/10.1103/physrevlett.89.258702
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 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).
Keywords
This publication has 21 references indexed in Scilit:
- Evolution of networksAdvances in Physics, 2002
- Robust Patterns in Food Web StructurePhysical Review Letters, 2002
- Statistical mechanics of complex networksReviews of Modern Physics, 2002
- Complexity and fragility in ecological networksProceedings Of The Royal Society B-Biological Sciences, 2001
- Lethality and centrality in protein networksNature, 2001
- Epidemic Spreading in Scale-Free NetworksPhysical Review Letters, 2001
- Exploring complex networksNature, 2001
- From the Cover: The structure of scientific collaboration networksProceedings of the National Academy of Sciences, 2001
- The fractal properties of InternetEurophysics Letters, 2000
- On power-law relationships of the Internet topologyACM SIGCOMM Computer Communication Review, 1999