Growing scale-free networks with small-world behavior.

نویسندگان

  • Konstantin Klemm
  • Víctor M Eguíluz
چکیده

In the context of growing networks, we introduce a simple dynamical model that unifies the generic features of real networks: scale-free distribution of degree and the small-world effect. While the average shortest path length increases logarithmically as in random networks, the clustering coefficient assumes a large value independent of system size. We derive analytical expressions for the clustering coefficient in two limiting cases: random [C approximately (ln N)(2)/N] and highly clustered (C=5/6) scale-free networks.

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عنوان ژورنال:
  • Physical review. E, Statistical, nonlinear, and soft matter physics

دوره 65 5 Pt 2  شماره 

صفحات  -

تاریخ انتشار 2002