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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...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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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. |
format | Online Article Text |
id | pubmed-7516426 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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