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Contrarian Voter Model under the Influence of an Oscillating Propaganda: Consensus, Bimodal Behavior and Stochastic Resonance
We study the contrarian voter model for opinion formation in a society under the influence of an external oscillating propaganda and stochastic noise. Each agent of the population can hold one of two possible opinions on a given issue—against or in favor—and interacts with its neighbors following ei...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9407215/ https://www.ncbi.nlm.nih.gov/pubmed/36010805 http://dx.doi.org/10.3390/e24081140 |
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author | Gimenez, Maria Cecilia Reinaudi, Luis Vazquez, Federico |
author_facet | Gimenez, Maria Cecilia Reinaudi, Luis Vazquez, Federico |
author_sort | Gimenez, Maria Cecilia |
collection | PubMed |
description | We study the contrarian voter model for opinion formation in a society under the influence of an external oscillating propaganda and stochastic noise. Each agent of the population can hold one of two possible opinions on a given issue—against or in favor—and interacts with its neighbors following either an imitation dynamics (voter behavior) or an anti-alignment dynamics (contrarian behavior): each agent adopts the opinion of a random neighbor with a time-dependent probability [Formula: see text] , or takes the opposite opinion with probability [Formula: see text]. The imitation probability [Formula: see text] is controlled by the social temperature T, and varies in time according to a periodic field that mimics the influence of an external propaganda, so that a voter is more prone to adopt an opinion aligned with the field. We simulate the model in complete graph and in lattices, and find that the system exhibits a rich variety of behaviors as T is varied: opinion consensus for [Formula: see text] , a bimodal behavior for [Formula: see text] , an oscillatory behavior where the mean opinion oscillates in time with the field for [Formula: see text] , and full disorder for [Formula: see text]. The transition temperature [Formula: see text] vanishes with the population size N as [Formula: see text] in complete graph. In addition, the distribution of residence times [Formula: see text] in the bimodal phase decays approximately as [Formula: see text]. Within the oscillatory regime, we find a stochastic resonance-like phenomenon at a given temperature [Formula: see text]. Furthermore, mean-field analytical results show that the opinion oscillations reach a maximum amplitude at an intermediate temperature, and that exhibit a lag with respect to the field that decreases with T. |
format | Online Article Text |
id | pubmed-9407215 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-94072152022-08-26 Contrarian Voter Model under the Influence of an Oscillating Propaganda: Consensus, Bimodal Behavior and Stochastic Resonance Gimenez, Maria Cecilia Reinaudi, Luis Vazquez, Federico Entropy (Basel) Article We study the contrarian voter model for opinion formation in a society under the influence of an external oscillating propaganda and stochastic noise. Each agent of the population can hold one of two possible opinions on a given issue—against or in favor—and interacts with its neighbors following either an imitation dynamics (voter behavior) or an anti-alignment dynamics (contrarian behavior): each agent adopts the opinion of a random neighbor with a time-dependent probability [Formula: see text] , or takes the opposite opinion with probability [Formula: see text]. The imitation probability [Formula: see text] is controlled by the social temperature T, and varies in time according to a periodic field that mimics the influence of an external propaganda, so that a voter is more prone to adopt an opinion aligned with the field. We simulate the model in complete graph and in lattices, and find that the system exhibits a rich variety of behaviors as T is varied: opinion consensus for [Formula: see text] , a bimodal behavior for [Formula: see text] , an oscillatory behavior where the mean opinion oscillates in time with the field for [Formula: see text] , and full disorder for [Formula: see text]. The transition temperature [Formula: see text] vanishes with the population size N as [Formula: see text] in complete graph. In addition, the distribution of residence times [Formula: see text] in the bimodal phase decays approximately as [Formula: see text]. Within the oscillatory regime, we find a stochastic resonance-like phenomenon at a given temperature [Formula: see text]. Furthermore, mean-field analytical results show that the opinion oscillations reach a maximum amplitude at an intermediate temperature, and that exhibit a lag with respect to the field that decreases with T. MDPI 2022-08-17 /pmc/articles/PMC9407215/ /pubmed/36010805 http://dx.doi.org/10.3390/e24081140 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Gimenez, Maria Cecilia Reinaudi, Luis Vazquez, Federico Contrarian Voter Model under the Influence of an Oscillating Propaganda: Consensus, Bimodal Behavior and Stochastic Resonance |
title | Contrarian Voter Model under the Influence of an Oscillating Propaganda: Consensus, Bimodal Behavior and Stochastic Resonance |
title_full | Contrarian Voter Model under the Influence of an Oscillating Propaganda: Consensus, Bimodal Behavior and Stochastic Resonance |
title_fullStr | Contrarian Voter Model under the Influence of an Oscillating Propaganda: Consensus, Bimodal Behavior and Stochastic Resonance |
title_full_unstemmed | Contrarian Voter Model under the Influence of an Oscillating Propaganda: Consensus, Bimodal Behavior and Stochastic Resonance |
title_short | Contrarian Voter Model under the Influence of an Oscillating Propaganda: Consensus, Bimodal Behavior and Stochastic Resonance |
title_sort | contrarian voter model under the influence of an oscillating propaganda: consensus, bimodal behavior and stochastic resonance |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9407215/ https://www.ncbi.nlm.nih.gov/pubmed/36010805 http://dx.doi.org/10.3390/e24081140 |
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