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PMID: 18517468 Published · ppublish English Journal Article

Local leaders in random networks.

Physical review. E, Statistical, nonlinear, and soft matter physics ·Vol. 77 ·No. 3 Pt 2 ·2008-03-00 ·Pages 036114

Blondel VD, Guillaume JL, Hendrickx JM, de Kerchove C, Lambiotte R

Abstract

We consider local leaders in random uncorrelated networks, i.e., nodes whose degree is higher than or equal to the degree of all their neighbors. An analytical expression is found for the probability for a node of degree k to be a local leader. This quantity is shown to exhibit a transition from a situation where high-degree nodes are local leaders to a situation where they are not, when the tail of the degree distribution behaves like the power law ~k(-gamma(c)) with gamma(c)=3 . Theoretical results are verified by computer simulations, and the importance of finite-size effects is discussed.

Authors & Affiliations
5 authors, click to expand affiliations / ORCID
Blondel Vincent D
Department of Mathematical Engineering, Université catholique de Louvain, Louvain-la-Neuve, Belgium.
Guillaume Jean-Loup
Hendrickx Julien M
de Kerchove Cristobald
Lambiotte Renaud
Article Info
Journal
Physical review. E, Statistical, nonlinear, and soft matter physics
Abbr.
Phys Rev E Stat Nonlin Soft Matter Phys
ISSN
1539-3755
Published
2008-03-00
Epub
2008-00-13
Pages
036114
Language
English
Region
United States
NLM ID
101136452
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