Physics – Condensed Matter – Statistical Mechanics
Scientific paper
2002-07-15
Phys. Rev. Lett. 89, 258703 (2002).
Physics
Condensed Matter
Statistical Mechanics
4 pages, 4 figures, 2 column revtex format. Minor changes in response to referee comments. For publication in PRL
Scientific paper
10.1103/PhysRevLett.89.258703
We study statistical properties of the highest degree, or most popular, nodes in growing networks. We show that the number of lead changes increases logarithmically with network size N, independent of the details of the growth mechanism. The probability that the first node retains the lead approaches a finite constant for popularity-driven growth, and decays as N^{-phi}(ln N)^{-1/2}, with phi=0.08607..., for growth with no popularity bias.
Krapivsky Paul. L.
Redner Sid
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