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On the effect of heterogeneity in stochastic interacting-particle systems

We study stochastic particle systems made up of heterogeneous units. We introduce a general framework suitable to analytically study this kind of systems and apply it to two particular models of interest in economy and epidemiology. We show that particle heterogeneity can enhance or decrease the siz...

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Detalles Bibliográficos
Autores principales: Lafuerza, Luis F., Toral, Raul
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3561626/
https://www.ncbi.nlm.nih.gov/pubmed/23378920
http://dx.doi.org/10.1038/srep01189
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author Lafuerza, Luis F.
Toral, Raul
author_facet Lafuerza, Luis F.
Toral, Raul
author_sort Lafuerza, Luis F.
collection PubMed
description We study stochastic particle systems made up of heterogeneous units. We introduce a general framework suitable to analytically study this kind of systems and apply it to two particular models of interest in economy and epidemiology. We show that particle heterogeneity can enhance or decrease the size of the collective fluctuations depending on the system, and that it is possible to infer the degree and the form of the heterogeneity distribution in the system by measuring only global variables and their fluctuations. Our work shows that, in some cases, heterogeneity among the units composing a system can be fully taken into account without losing analytical tractability.
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spelling pubmed-35616262013-02-01 On the effect of heterogeneity in stochastic interacting-particle systems Lafuerza, Luis F. Toral, Raul Sci Rep Article We study stochastic particle systems made up of heterogeneous units. We introduce a general framework suitable to analytically study this kind of systems and apply it to two particular models of interest in economy and epidemiology. We show that particle heterogeneity can enhance or decrease the size of the collective fluctuations depending on the system, and that it is possible to infer the degree and the form of the heterogeneity distribution in the system by measuring only global variables and their fluctuations. Our work shows that, in some cases, heterogeneity among the units composing a system can be fully taken into account without losing analytical tractability. Nature Publishing Group 2013-02-01 /pmc/articles/PMC3561626/ /pubmed/23378920 http://dx.doi.org/10.1038/srep01189 Text en Copyright © 2013, Macmillan Publishers Limited. All rights reserved http://creativecommons.org/licenses/by-nc-nd/3.0/ This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivs 3.0 Unported License. To view a copy of this license, visit http://creativecommons.org/licenses/by-nc-nd/3.0/
spellingShingle Article
Lafuerza, Luis F.
Toral, Raul
On the effect of heterogeneity in stochastic interacting-particle systems
title On the effect of heterogeneity in stochastic interacting-particle systems
title_full On the effect of heterogeneity in stochastic interacting-particle systems
title_fullStr On the effect of heterogeneity in stochastic interacting-particle systems
title_full_unstemmed On the effect of heterogeneity in stochastic interacting-particle systems
title_short On the effect of heterogeneity in stochastic interacting-particle systems
title_sort on the effect of heterogeneity in stochastic interacting-particle systems
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3561626/
https://www.ncbi.nlm.nih.gov/pubmed/23378920
http://dx.doi.org/10.1038/srep01189
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