English

How does degree heterogeneity affect an order-disorder transition?

Physics and Society 2007-06-13 v3

Abstract

We focus on the role played by the node degree distribution on the way collective phenomena emerge on complex networks. To address this question, we focus analytically on a typical model for cooperative behaviour, the Majority Rule, applied to dichotomous networks. The latter are composed of two kinds of nodes, each kind ii being characterized by a degree kik_i. Dichotomous networks are therefore a simple instance of heterogeneous networks, especially adapted in order to reveal the effect of degree heterogeneity. Our main result are that degree heterogeneity affects the location of the order-disorder transition and that the system exhibits non-equipartition of the average opinion between the two kinds of nodes. This effect is observed in the ordered phase and in the disordered phase.

Keywords

Cite

@article{arxiv.physics/0702077,
  title  = {How does degree heterogeneity affect an order-disorder transition?},
  author = {R. Lambiotte},
  journal= {arXiv preprint arXiv:physics/0702077},
  year   = {2007}
}

Comments

5 pages, 3 figures