Heterogeneous pair approximation for voter models on networks

For models whose evolution takes place on a network it is often necessary to augment the mean-field approach by considering explicitly the degree dependence of average quantities (heterogeneous mean field). Here we introduce the degree dependence in the pair approximation (heterogeneous pair approximation) for analyzing voter models on uncorrelated networks. This approach gives an essentially exact description of the dynamics, correcting some inaccurate results of previous approaches. The heterogeneous pair approximation introduced here can be applied in full generality to many other processes on complex networks.

[1]  D. Parisi,et al.  Comparison of voter and Glauber ordering dynamics on networks. , 2005, Physical review. E, Statistical, nonlinear, and soft matter physics.

[2]  V. Eguíluz,et al.  Conservation laws for the voter model in complex networks , 2004, cond-mat/0408101.

[3]  R. Rosenfeld Nature , 2009, Otolaryngology--head and neck surgery : official journal of American Academy of Otolaryngology-Head and Neck Surgery.

[4]  Alessandro Vespignani,et al.  Dynamical Processes on Complex Networks , 2008 .

[5]  Stefan Grosskinsky Warwick,et al.  Interacting Particle Systems , 2016 .

[6]  S. Fortunato,et al.  Statistical physics of social dynamics , 2007, 0710.3256.

[7]  Claudio Castellano,et al.  Incomplete ordering of the voter model on small-world networks , 2003 .