Analytic solution of a static scale-free network model
We present a detailed analytical study of a paradigmatic scale-free network model, the Static Model. Analytical expressions for its main properties are derived by using the hidden variables formalism. We map the model into a canonic hidden variables one, and solve the latter. The good agreement between our predictions and extensive simulations of the original model suggests that the mapping is exact in the infinite network size limit. One of the most remarkable findings of this study is the presence of relevant disassortative correlations, which are induced by the physical condition of absence of self and multiple connections. Copyright EDP Sciences/Società Italiana di Fisica/Springer-Verlag 2005
Year of publication: |
2005
|
---|---|
Authors: | Catanzaro, M. ; Pastor-Satorras, R. |
Published in: |
The European Physical Journal B - Condensed Matter and Complex Systems. - Springer. - Vol. 44.2005, 2, p. 241-248
|
Publisher: |
Springer |
Saved in:
Saved in favorites
Similar items by person
-
Statistical properties of corporate board and director networks
Battiston, S., (2004)
-
Branch distribution in diffusion-limited aggregation: a maximum entropy approach
Pastor-Satorras, R., (1996)
-
Structure of cycles and local ordering in complex networks
Caldarelli, G., (2004)
- More ...