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Control of finite critical behaviour in a small-scale social system

Many adaptive systems sit near a tipping or critical point. For systems near a critical point small changes to component behaviour can induce large-scale changes in aggregate structure and function. Criticality can be adaptive when the environment is changing, but entails reduced robustness through...

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Detalles Bibliográficos
Autores principales: Daniels, Bryan C., Krakauer, David C., Flack, Jessica C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5309824/
https://www.ncbi.nlm.nih.gov/pubmed/28186194
http://dx.doi.org/10.1038/ncomms14301
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author Daniels, Bryan C.
Krakauer, David C.
Flack, Jessica C.
author_facet Daniels, Bryan C.
Krakauer, David C.
Flack, Jessica C.
author_sort Daniels, Bryan C.
collection PubMed
description Many adaptive systems sit near a tipping or critical point. For systems near a critical point small changes to component behaviour can induce large-scale changes in aggregate structure and function. Criticality can be adaptive when the environment is changing, but entails reduced robustness through sensitivity. This tradeoff can be resolved when criticality can be tuned. We address the control of finite measures of criticality using data on fight sizes from an animal society model system (Macaca nemestrina, n=48). We find that a heterogeneous, socially organized system, like homogeneous, spatial systems (flocks and schools), sits near a critical point; the contributions individuals make to collective phenomena can be quantified; there is heterogeneity in these contributions; and distance from the critical point (DFC) can be controlled through biologically plausible mechanisms exploiting heterogeneity. We propose two alternative hypotheses for why a system decreases the distance from the critical point.
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spelling pubmed-53098242017-02-27 Control of finite critical behaviour in a small-scale social system Daniels, Bryan C. Krakauer, David C. Flack, Jessica C. Nat Commun Article Many adaptive systems sit near a tipping or critical point. For systems near a critical point small changes to component behaviour can induce large-scale changes in aggregate structure and function. Criticality can be adaptive when the environment is changing, but entails reduced robustness through sensitivity. This tradeoff can be resolved when criticality can be tuned. We address the control of finite measures of criticality using data on fight sizes from an animal society model system (Macaca nemestrina, n=48). We find that a heterogeneous, socially organized system, like homogeneous, spatial systems (flocks and schools), sits near a critical point; the contributions individuals make to collective phenomena can be quantified; there is heterogeneity in these contributions; and distance from the critical point (DFC) can be controlled through biologically plausible mechanisms exploiting heterogeneity. We propose two alternative hypotheses for why a system decreases the distance from the critical point. Nature Publishing Group 2017-02-10 /pmc/articles/PMC5309824/ /pubmed/28186194 http://dx.doi.org/10.1038/ncomms14301 Text en Copyright © 2017, The Author(s) http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article's Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/
spellingShingle Article
Daniels, Bryan C.
Krakauer, David C.
Flack, Jessica C.
Control of finite critical behaviour in a small-scale social system
title Control of finite critical behaviour in a small-scale social system
title_full Control of finite critical behaviour in a small-scale social system
title_fullStr Control of finite critical behaviour in a small-scale social system
title_full_unstemmed Control of finite critical behaviour in a small-scale social system
title_short Control of finite critical behaviour in a small-scale social system
title_sort control of finite critical behaviour in a small-scale social system
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5309824/
https://www.ncbi.nlm.nih.gov/pubmed/28186194
http://dx.doi.org/10.1038/ncomms14301
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