English

Conservative model for synchronization problems in complex networks

Statistical Mechanics 2012-02-15 v1 Chaotic Dynamics

Abstract

In this paper we study the scaling behavior of the interface fluctuations (roughness) for a discrete model with conservative noise on complex networks. Conservative noise is a noise which has no external flux of deposition on the surface and the whole process is due to the diffusion. It was found that in Euclidean lattices the roughness of the steady state WsW_s does not depend on the system size. Here, we find that for Scale-Free networks of NN nodes, characterized by a degree distribution P(k)kλP(k)\sim k^{-\lambda}, WsW_s is independent of NN for any λ\lambda. This behavior is very different than the one found by Pastore y Piontti {\it et. al} [Phys. Rev. E {\bf 76}, 046117 (2007)] for a discrete model with non-conservative noise, that implies an external flux, where WslnNW_s \sim \ln N for λ<3\lambda < 3, and was explained by non-linear terms in the analytical evolution equation for the interface [La Rocca {\it et. al}, Phys. Rev. E {\bf 77}, 046120 (2008)]. In this work we show that in this processes with conservative noise the non-linear terms are not relevant to describe the scaling behavior of WsW_s.

Keywords

Cite

@article{arxiv.1202.3053,
  title  = {Conservative model for synchronization problems in complex networks},
  author = {Cristian E. La Rocca and Lidia A. Braunstein and Pablo A. Macri},
  journal= {arXiv preprint arXiv:1202.3053},
  year   = {2012}
}

Comments

12 pages, 8 figures

R2 v1 2026-06-21T20:19:14.510Z