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Three-state majority-vote model on small-world networks

In this work, we study the opinion dynamics of the three-state majority-vote model on small-world networks of social interactions. In the majority-vote dynamics, an individual adopts the opinion of the majority of its neighbors with probability 1-q, and a different opinion with chance q, where q sta...

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Autores principales: Zubillaga, Bernardo J., Vilela, André L. M., Wang, Minggang, Du, Ruijin, Dong, Gaogao, Stanley, H. Eugene
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8742052/
https://www.ncbi.nlm.nih.gov/pubmed/34996913
http://dx.doi.org/10.1038/s41598-021-03467-6
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author Zubillaga, Bernardo J.
Vilela, André L. M.
Wang, Minggang
Du, Ruijin
Dong, Gaogao
Stanley, H. Eugene
author_facet Zubillaga, Bernardo J.
Vilela, André L. M.
Wang, Minggang
Du, Ruijin
Dong, Gaogao
Stanley, H. Eugene
author_sort Zubillaga, Bernardo J.
collection PubMed
description In this work, we study the opinion dynamics of the three-state majority-vote model on small-world networks of social interactions. In the majority-vote dynamics, an individual adopts the opinion of the majority of its neighbors with probability 1-q, and a different opinion with chance q, where q stands for the noise parameter. The noise q acts as a social temperature, inducing dissent among individual opinions. With probability p, we rewire the connections of the two-dimensional square lattice network, allowing long-range interactions in the society, thus yielding the small-world property present in many different real-world systems. We investigate the degree distribution, average clustering coefficient and average shortest path length to characterize the topology of the rewired networks of social interactions. By employing Monte Carlo simulations, we investigate the second-order phase transition of the three-state majority-vote dynamics, and obtain the critical noise [Formula: see text] , as well as the standard critical exponents [Formula: see text] , [Formula: see text] , and [Formula: see text] for several values of the rewiring probability p. We conclude that the rewiring of the lattice enhances the social order in the system and drives the model to different universality classes from that of the three-state majority-vote model in two-dimensional square lattices.
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spelling pubmed-87420522022-01-11 Three-state majority-vote model on small-world networks Zubillaga, Bernardo J. Vilela, André L. M. Wang, Minggang Du, Ruijin Dong, Gaogao Stanley, H. Eugene Sci Rep Article In this work, we study the opinion dynamics of the three-state majority-vote model on small-world networks of social interactions. In the majority-vote dynamics, an individual adopts the opinion of the majority of its neighbors with probability 1-q, and a different opinion with chance q, where q stands for the noise parameter. The noise q acts as a social temperature, inducing dissent among individual opinions. With probability p, we rewire the connections of the two-dimensional square lattice network, allowing long-range interactions in the society, thus yielding the small-world property present in many different real-world systems. We investigate the degree distribution, average clustering coefficient and average shortest path length to characterize the topology of the rewired networks of social interactions. By employing Monte Carlo simulations, we investigate the second-order phase transition of the three-state majority-vote dynamics, and obtain the critical noise [Formula: see text] , as well as the standard critical exponents [Formula: see text] , [Formula: see text] , and [Formula: see text] for several values of the rewiring probability p. We conclude that the rewiring of the lattice enhances the social order in the system and drives the model to different universality classes from that of the three-state majority-vote model in two-dimensional square lattices. Nature Publishing Group UK 2022-01-07 /pmc/articles/PMC8742052/ /pubmed/34996913 http://dx.doi.org/10.1038/s41598-021-03467-6 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Zubillaga, Bernardo J.
Vilela, André L. M.
Wang, Minggang
Du, Ruijin
Dong, Gaogao
Stanley, H. Eugene
Three-state majority-vote model on small-world networks
title Three-state majority-vote model on small-world networks
title_full Three-state majority-vote model on small-world networks
title_fullStr Three-state majority-vote model on small-world networks
title_full_unstemmed Three-state majority-vote model on small-world networks
title_short Three-state majority-vote model on small-world networks
title_sort three-state majority-vote model on small-world networks
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8742052/
https://www.ncbi.nlm.nih.gov/pubmed/34996913
http://dx.doi.org/10.1038/s41598-021-03467-6
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