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PMID: 11082613 Published · ppublish English Journal Article Research Support, U.S. Gov't, Non-P.H.S.

Connectivity of growing random networks.

Physical review letters ·Vol. 85 ·No. 21 ·2000-11-20 ·Pages 4629-32

Krapivsky PL, Redner S, Leyvraz F

Abstract

A solution for the time- and age-dependent connectivity distribution of a growing random network is presented. The network is built by adding sites that link to earlier sites with a probability A(k) which depends on the number of preexisting links k to that site. For homogeneous connection kernels, A(k) approximately k(gamma), different behaviors arise for gamma<1, gamma>1, and gamma = 1. For gamma<1, the number of sites with k links, N(k), varies as a stretched exponential. For gamma>1, a single site connects to nearly all other sites. In the borderline case A(k) approximately k, the power law N(k) approximately k(-nu) is found, where the exponent nu can be tuned to any value in the range 2<nu<infinity.

MeSH Terms
Algorithms Models, Theoretical Neural Networks, Computer Probability
Authors & Affiliations
3 authors, click to expand affiliations / ORCID
Krapivsky P L
Center for BioDynamics, Center for Polymer Studies, and Department of Physics, Boston University, Boston, Massachusetts 02215, USA.
Redner S
Leyvraz F
Article Info
Journal
Physical review letters
Abbr.
Phys Rev Lett
ISSN
0031-9007
Published
2000-11-20
Pages
4629-32
Language
English
Region
United States
NLM ID
0401141
Subset
IM
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