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Component response rate variation underlies the stability of highly complex finite systems
The stability of a complex system generally decreases with increasing system size and interconnectivity, a counterintuitive result of widespread importance across the physical, life, and social sciences. Despite recent interest in the relationship between system properties and stability, the effect...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2020
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7237446/ https://www.ncbi.nlm.nih.gov/pubmed/32427891 http://dx.doi.org/10.1038/s41598-020-64401-w |
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author | Duthie, A. Bradley |
author_facet | Duthie, A. Bradley |
author_sort | Duthie, A. Bradley |
collection | PubMed |
description | The stability of a complex system generally decreases with increasing system size and interconnectivity, a counterintuitive result of widespread importance across the physical, life, and social sciences. Despite recent interest in the relationship between system properties and stability, the effect of variation in response rate across system components remains unconsidered. Here I vary the component response rates (γ) of randomly generated complex systems. I use numerical simulations to show that when component response rates vary, the potential for system stability increases. These results are robust to common network structures, including small-world and scale-free networks, and cascade food webs. Variation in γ is especially important for stability in highly complex systems, in which the probability of stability would otherwise be negligible. At such extremes of simulated system complexity, the largest stable complex systems would be unstable if not for variation in γ. My results therefore reveal a previously unconsidered aspect of system stability that is likely to be pervasive across all realistic complex systems. |
format | Online Article Text |
id | pubmed-7237446 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-72374462020-05-29 Component response rate variation underlies the stability of highly complex finite systems Duthie, A. Bradley Sci Rep Article The stability of a complex system generally decreases with increasing system size and interconnectivity, a counterintuitive result of widespread importance across the physical, life, and social sciences. Despite recent interest in the relationship between system properties and stability, the effect of variation in response rate across system components remains unconsidered. Here I vary the component response rates (γ) of randomly generated complex systems. I use numerical simulations to show that when component response rates vary, the potential for system stability increases. These results are robust to common network structures, including small-world and scale-free networks, and cascade food webs. Variation in γ is especially important for stability in highly complex systems, in which the probability of stability would otherwise be negligible. At such extremes of simulated system complexity, the largest stable complex systems would be unstable if not for variation in γ. My results therefore reveal a previously unconsidered aspect of system stability that is likely to be pervasive across all realistic complex systems. Nature Publishing Group UK 2020-05-19 /pmc/articles/PMC7237446/ /pubmed/32427891 http://dx.doi.org/10.1038/s41598-020-64401-w Text en © The Author(s) 2020 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 Duthie, A. Bradley Component response rate variation underlies the stability of highly complex finite systems |
title | Component response rate variation underlies the stability of highly complex finite systems |
title_full | Component response rate variation underlies the stability of highly complex finite systems |
title_fullStr | Component response rate variation underlies the stability of highly complex finite systems |
title_full_unstemmed | Component response rate variation underlies the stability of highly complex finite systems |
title_short | Component response rate variation underlies the stability of highly complex finite systems |
title_sort | component response rate variation underlies the stability of highly complex finite systems |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7237446/ https://www.ncbi.nlm.nih.gov/pubmed/32427891 http://dx.doi.org/10.1038/s41598-020-64401-w |
work_keys_str_mv | AT duthieabradley componentresponseratevariationunderliesthestabilityofhighlycomplexfinitesystems |