Effect of the accelerating growth of communications networks on their structure
Abstract
Motivated by data on the evolution of the Internet and World Wide Web we consider scenarios of self-organization of nonlinearly growing networks into free-scale structures. We find that the accelerating growth of networks establishes their structure. For growing networks with preferential linking and increasing density of links, two scenarios are possible. In one of them, the value of the exponent γ of the distribution of the number of incoming links is between 3/2 and 2. In the other scenario, γ>2 and the distribution is necessarily nonstationary.
- Publication:
-
Physical Review E
- Pub Date:
- February 2001
- DOI:
- 10.1103/PhysRevE.63.025101
- arXiv:
- arXiv:cond-mat/0009065
- Bibcode:
- 2001PhRvE..63b5101D
- Keywords:
-
- 05.10.-a;
- 05.40.-a;
- 05.50.+q;
- 87.18.Sn;
- Computational methods in statistical physics and nonlinear dynamics;
- Fluctuation phenomena random processes noise and Brownian motion;
- Lattice theory and statistics;
- Neural networks;
- Condensed Matter - Statistical Mechanics
- E-Print:
- 4 pages revtex, 3 figures