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PMID: 11082614 Published · ppublish English Journal Article Research Support, Non-U.S. Gov't

Structure of growing networks with preferential linking.

Physical review letters ·Vol. 85 ·No. 21 ·2000-11-20 ·Pages 4633-6

Dorogovtsev SN, Mendes JF, Samukhin AN

Abstract

The model of growing networks with the preferential attachment of new links is generalized to include initial attractiveness of sites. We find the exact form of the stationary distribution of the number of incoming links of sites in the limit of long times, P(q), and the long-time limit of the average connectivity q(s,t) of a site s at time t (one site is added per unit of time). At long times, P(q) approximately q(-gamma) at q-->infinity and q(s,t) approximately (s/t)(-beta) at s/t-->0, where the exponent gamma varies from 2 to infinity depending on the initial attractiveness of sites. We show that the relation beta(gamma-1) = 1 between the exponents is universal.

MeSH Terms
Algorithms Models, Theoretical Neural Networks, Computer Probability
Authors & Affiliations
3 authors, click to expand affiliations / ORCID
Dorogovtsev S N
Departamento de Física and Centro de Física do Porto, Faculdade de Ciências, Universidade do Porto, Rua do Campo Alegre 687, 4169-007 Porto, Portugal. sdorogov@fc.up.pt
Mendes J F
Samukhin A N
Article Info
Journal
Physical review letters
Abbr.
Phys Rev Lett
ISSN
0031-9007
Published
2000-11-20
Pages
4633-6
Language
English
Region
United States
NLM ID
0401141
Subset
IM
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