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Destructive influence of interlayer coupling on Heider balance in bilayer networks

We consider the problem of Heider balance in a link multiplex, i.e. a special multiplex where coupling exists only between corresponding links. Numerical simulations and analytical calculations demonstrate that the presence of such interlayer connections hinders the emergence of the Heider balance....

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Autores principales: Górski, Piotr J., Kułakowski, Krzysztof, Gawroński, Przemysław, Hołyst, Janusz A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5700191/
https://www.ncbi.nlm.nih.gov/pubmed/29167566
http://dx.doi.org/10.1038/s41598-017-15960-y
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author Górski, Piotr J.
Kułakowski, Krzysztof
Gawroński, Przemysław
Hołyst, Janusz A.
author_facet Górski, Piotr J.
Kułakowski, Krzysztof
Gawroński, Przemysław
Hołyst, Janusz A.
author_sort Górski, Piotr J.
collection PubMed
description We consider the problem of Heider balance in a link multiplex, i.e. a special multiplex where coupling exists only between corresponding links. Numerical simulations and analytical calculations demonstrate that the presence of such interlayer connections hinders the emergence of the Heider balance. The effect is especially pronounced when the interactions between layers are negative, similarly as in antiferromagnetically coupled spin layers. The larger is the network, the narrower is the region of coupling parameters where the Heider balance can exist. If the interlayer couplings are of opposite signs and are strong enough, then the link dynamics can be reduced to the system of weakly coupled harmonic oscillators. For large strongly-coupled networks and randomly chosen initial conditions the probability of attaining the Heider balance decreases with the network size N as [Formula: see text] . Our finding can explain a lack of the Heider balance in many social systems, where multilayer structures mediate social interactions.
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spelling pubmed-57001912017-11-30 Destructive influence of interlayer coupling on Heider balance in bilayer networks Górski, Piotr J. Kułakowski, Krzysztof Gawroński, Przemysław Hołyst, Janusz A. Sci Rep Article We consider the problem of Heider balance in a link multiplex, i.e. a special multiplex where coupling exists only between corresponding links. Numerical simulations and analytical calculations demonstrate that the presence of such interlayer connections hinders the emergence of the Heider balance. The effect is especially pronounced when the interactions between layers are negative, similarly as in antiferromagnetically coupled spin layers. The larger is the network, the narrower is the region of coupling parameters where the Heider balance can exist. If the interlayer couplings are of opposite signs and are strong enough, then the link dynamics can be reduced to the system of weakly coupled harmonic oscillators. For large strongly-coupled networks and randomly chosen initial conditions the probability of attaining the Heider balance decreases with the network size N as [Formula: see text] . Our finding can explain a lack of the Heider balance in many social systems, where multilayer structures mediate social interactions. Nature Publishing Group UK 2017-11-22 /pmc/articles/PMC5700191/ /pubmed/29167566 http://dx.doi.org/10.1038/s41598-017-15960-y Text en © The Author(s) 2017 Open Access This 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Górski, Piotr J.
Kułakowski, Krzysztof
Gawroński, Przemysław
Hołyst, Janusz A.
Destructive influence of interlayer coupling on Heider balance in bilayer networks
title Destructive influence of interlayer coupling on Heider balance in bilayer networks
title_full Destructive influence of interlayer coupling on Heider balance in bilayer networks
title_fullStr Destructive influence of interlayer coupling on Heider balance in bilayer networks
title_full_unstemmed Destructive influence of interlayer coupling on Heider balance in bilayer networks
title_short Destructive influence of interlayer coupling on Heider balance in bilayer networks
title_sort destructive influence of interlayer coupling on heider balance in bilayer networks
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5700191/
https://www.ncbi.nlm.nih.gov/pubmed/29167566
http://dx.doi.org/10.1038/s41598-017-15960-y
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