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Generalized Independence in the q-Voter Model: How Do Parameters Influence the Phase Transition?

We study the q-voter model with flexibility, which allows for describing a broad spectrum of independence from zealots, inflexibility, or stubbornness through noisy voters to self-anticonformity. Analyzing the model within the pair approximation allows us to derive the analytical formula for the cri...

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Detalles Bibliográficos
Autores principales: Abramiuk, Angelika, Sznajd-Weron, Katarzyna
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7516426/
https://www.ncbi.nlm.nih.gov/pubmed/33285895
http://dx.doi.org/10.3390/e22010120
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author Abramiuk, Angelika
Sznajd-Weron, Katarzyna
author_facet Abramiuk, Angelika
Sznajd-Weron, Katarzyna
author_sort Abramiuk, Angelika
collection PubMed
description We study the q-voter model with flexibility, which allows for describing a broad spectrum of independence from zealots, inflexibility, or stubbornness through noisy voters to self-anticonformity. Analyzing the model within the pair approximation allows us to derive the analytical formula for the critical point, below which an ordered (agreement) phase is stable. We determine the role of flexibility, which can be understood as an amount of variability associated with an independent behavior, as well as the role of the average network degree in shaping the character of the phase transition. We check the existence of the scaling relation, which previously was derived for the Sznajd model. We show that the scaling is universal, in a sense that it does not depend neither on the size of the group of influence nor on the average network degree. Analyzing the model in terms of the rescaled parameter, we determine the critical point, the jump of the order parameter, as well as the width of the hysteresis as a function of the average network degree [Formula: see text] and the size of the group of influence q.
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spelling pubmed-75164262020-11-09 Generalized Independence in the q-Voter Model: How Do Parameters Influence the Phase Transition? Abramiuk, Angelika Sznajd-Weron, Katarzyna Entropy (Basel) Article We study the q-voter model with flexibility, which allows for describing a broad spectrum of independence from zealots, inflexibility, or stubbornness through noisy voters to self-anticonformity. Analyzing the model within the pair approximation allows us to derive the analytical formula for the critical point, below which an ordered (agreement) phase is stable. We determine the role of flexibility, which can be understood as an amount of variability associated with an independent behavior, as well as the role of the average network degree in shaping the character of the phase transition. We check the existence of the scaling relation, which previously was derived for the Sznajd model. We show that the scaling is universal, in a sense that it does not depend neither on the size of the group of influence nor on the average network degree. Analyzing the model in terms of the rescaled parameter, we determine the critical point, the jump of the order parameter, as well as the width of the hysteresis as a function of the average network degree [Formula: see text] and the size of the group of influence q. MDPI 2020-01-19 /pmc/articles/PMC7516426/ /pubmed/33285895 http://dx.doi.org/10.3390/e22010120 Text en © 2020 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Abramiuk, Angelika
Sznajd-Weron, Katarzyna
Generalized Independence in the q-Voter Model: How Do Parameters Influence the Phase Transition?
title Generalized Independence in the q-Voter Model: How Do Parameters Influence the Phase Transition?
title_full Generalized Independence in the q-Voter Model: How Do Parameters Influence the Phase Transition?
title_fullStr Generalized Independence in the q-Voter Model: How Do Parameters Influence the Phase Transition?
title_full_unstemmed Generalized Independence in the q-Voter Model: How Do Parameters Influence the Phase Transition?
title_short Generalized Independence in the q-Voter Model: How Do Parameters Influence the Phase Transition?
title_sort generalized independence in the q-voter model: how do parameters influence the phase transition?
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7516426/
https://www.ncbi.nlm.nih.gov/pubmed/33285895
http://dx.doi.org/10.3390/e22010120
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