Comparison of voter and Glauber ordering dynamics on networks

We study numerically the ordering process of two very simple dynamical models for a two-state variable on several topologies with increasing levels of heterogeneity in the degree distribution. We find that the zerotemperature Glauber dynamics for the Ising model may get trapped in sets of partially ordered metastable states even for finite system size, and this becomes more probable as the size increases. Voter dynamics instead always converges to full order on finite networks, even if this does not occur via coherent growth of domains. The time needed for order to be reached diverges with the system size. In both cases the ordering process is rather insensitive to the variation of the degreee distribution from sharply peaked to scale free.

Tipo Pubblicazione: 
Articolo
Author or Creator: 
Claudio Castellano (1)
Vittorio Loreto (1)
Alain Barrat (2)
Federico Cecconi (3)
Domenico Parisi (3)
Publisher: 
Published by the American Physical Society through the American Institute of Physics,, Melville, NY , Stati Uniti d'America
Source: 
Physical review. E, Statistical, nonlinear, and soft matter physics (Print) 71 (2005): 066107-1–066107-8. doi:10.1103/PhysRevE.71.066107
info:cnr-pdr/source/autori:Claudio Castellano (1); Vittorio Loreto (1); Alain Barrat (2); Federico Cecconi (3); Domenico Parisi (3)/titolo:Comparison of voter and Glauber ordering dynamics on networks/doi:10.1103/PhysRevE.71.066107/rivista:Physical review
Date: 
2005
Resource Identifier: 
http://www.cnr.it/prodotto/i/46735
https://dx.doi.org/10.1103/PhysRevE.71.066107
info:doi:10.1103/PhysRevE.71.066107
http://link.aps.org/doi/10.1103/PhysRevE.71.066107
Language: 
Eng