Phys. Rev. E 65, 066122 (2002) [4 pages]Pseudofractal scale-free webReceived 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 (lnN≫1) 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
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