We consider the voter model dynamics in random networks with an arbitrary distribution of the degree of the nodes. We find that for the usual node-update dynamics the average magnetization is not conserved, while an average magnetization weighted by the degree of the node is conserved. However, for a link-update dynamics the average magnetization is still conserved. For the particular case of a Barabási-Albert scale-free network, the voter model dynamics leads to a partially ordered metastable state with a finite-size survival time. This characteristic time scales linearly with system size only when the updating rule respects the conservation law of the average magnetization. This scaling identifies a universal or generic property of the voter model dynamics associated with the conservation law of the magnetization.
Suchecki2005a - Conservation laws for the voter model in complex networks.pdf:Contact Processes/Suchecki2005a - Conservation laws for the voter model in complex networks.pdf:PDF
%0 Journal Article
%1 Suchecki2005a
%A Suchecki, Krzysztof
%A Eguíluz, Víctor M.
%A Miguel, Maxi San
%D 2005
%J EPL
%K opinion-formation voter-model networks graphs
%P 228-234
%R 10.1209/epl/i2004-10329-8
%T Conservation laws for the voter model in complex networks
%V 69
%X We consider the voter model dynamics in random networks with an arbitrary distribution of the degree of the nodes. We find that for the usual node-update dynamics the average magnetization is not conserved, while an average magnetization weighted by the degree of the node is conserved. However, for a link-update dynamics the average magnetization is still conserved. For the particular case of a Barabási-Albert scale-free network, the voter model dynamics leads to a partially ordered metastable state with a finite-size survival time. This characteristic time scales linearly with system size only when the updating rule respects the conservation law of the average magnetization. This scaling identifies a universal or generic property of the voter model dynamics associated with the conservation law of the magnetization.
@article{Suchecki2005a,
abstract = {We consider the voter model dynamics in random networks with an arbitrary distribution of the degree of the nodes. We find that for the usual node-update dynamics the average magnetization is not conserved, while an average magnetization weighted by the degree of the node is conserved. However, for a link-update dynamics the average magnetization is still conserved. For the particular case of a Barabási-Albert scale-free network, the voter model dynamics leads to a partially ordered metastable state with a finite-size survival time. This characteristic time scales linearly with system size only when the updating rule respects the conservation law of the average magnetization. This scaling identifies a universal or generic property of the voter model dynamics associated with the conservation law of the magnetization.},
added-at = {2011-07-19T12:29:54.000+0200},
author = {Suchecki, Krzysztof and Eguíluz, Víctor M. and Miguel, Maxi San},
biburl = {https://www.bibsonomy.org/bibtex/29eb542fa4b24c54fea3e93180db29dec/rincedd},
doi = {10.1209/epl/i2004-10329-8},
file = {Suchecki2005a - Conservation laws for the voter model in complex networks.pdf:Contact Processes/Suchecki2005a - Conservation laws for the voter model in complex networks.pdf:PDF},
groups = {public},
interhash = {d1498954ba98819209437dd808f26df9},
intrahash = {9eb542fa4b24c54fea3e93180db29dec},
journal = {EPL},
keywords = {opinion-formation voter-model networks graphs},
pages = {228-234},
timestamp = {2011-08-29T16:42:27.000+0200},
title = {Conservation laws for the voter model in complex networks},
username = {rincedd},
volume = 69,
year = 2005
}