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Phys. Rev. E 65, 066122 (2002) [4 pages]

Pseudofractal scale-free web

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S. N. Dorogovtsev1,2,*, A. V. Goltsev2,†, and J. F. F. Mendes1,‡
1Departamento de Física and Centro de Física do Porto, Faculdade de Ciências, Universidade do Porto, Rua do Campo Alegre 687, 4169-007 Porto, Portugal
2A.F. Ioffe Physico-Technical Institute, 194021 St. Petersburg, Russia

Received 8 December 2001; published 25 June 2002

We find that scale-free random networks are excellently modeled by simple deterministic graphs. Our graph has a discrete degree distribution (degree is the number of connections of a vertex), which is characterized by a power law with exponent γ=1+ln3/ln2. Properties of this compact structure are surprisingly close to those of growing random scale-free networks with γ in the most interesting region, between 2 and 3. We succeed to find exactly and numerically with high precision all main characteristics of the graph. In particular, we obtain the exact shortest-path-length distribution. For a large network (lnN1) the distribution tends to a Gaussian of width lnN centered at l¯lnN. We show that the eigenvalue spectrum of the adjacency matrix of the graph has a power-law tail with exponent 2+γ.

© 2002 The American Physical Society

URL:
http://link.aps.org/doi/10.1103/PhysRevE.65.066122
DOI:
10.1103/PhysRevE.65.066122
PACS:
87.18.Sn, 05.10.-a, 05.40.-a, 05.50.+q

*Email address: sdorogov@fc.up.pt

Email address: goltsev@gav.ioffe.rssi.ru

Email address: jfmendes@fc.up.pt