Cargando…
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...
Autores principales: | , |
---|---|
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 |
_version_ | 1782257991651688448 |
---|---|
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. |
format | Online Article Text |
id | pubmed-3561626 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT lafuerzaluisf ontheeffectofheterogeneityinstochasticinteractingparticlesystems AT toralraul ontheeffectofheterogeneityinstochasticinteractingparticlesystems |