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Voter model on the two-clique graph

Naoki Masuda
Phys. Rev. E 90, 012802 – Published 2 July 2014
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Abstract

I examine the mean consensus time (i.e., exit time) of the voter model in the so-called two-clique graph. The two-clique graph is composed of two cliques interconnected by some links and considered as a toy model of networks with community structure or multilayer networks. I analytically show that, as the number of interclique links per node is varied, the mean consensus time experiences a crossover between a fast consensus regime [i.e., O(N)] and a slow consensus regime [i.e., O(N2)], where N is the number of nodes. The fast regime is consistent with the result for homogeneous well-mixed graphs such as the complete graph. The slow regime appears only when the entire network has O(1) interclique links. The present results suggest that the effect of community structure on the consensus time of the voter model is fairly limited.

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  • Received 19 March 2014

DOI:

This article is available under the terms of the Creative Commons Attribution 3.0 License. Further distribution of this work must maintain attribution to the author(s) and the published article’s title, journal citation, and DOI.

©2014 American Physical Society

Authors & Affiliations

Naoki Masuda*

  • Department of Engineering Mathematics, Merchant Venturers Building, University of Bristol, Woodland Road, Clifton, Bristol BS8 1UB, United Kingdom and CREST, JST, 4-1-8, Honcho, Kawaguchi, Saitama 332-0012, Japan

  • *naoki.masuda@bristol.ac.uk

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Issue

Vol. 90, Iss. 1 — July 2014

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