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Universal scaling of extinction time in stochastic evolutionary dynamics

Evolutionary dynamics is well captured by the replicator equations when the population is infinite and well-mixed. However, the extinction dynamics is modified with finite and structured populations. Experiments on the non-transitive ecosystem containing three populations of bacteria found that the...

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Autores principales: Huang, Ching-I, Chen, Chun-Chung, Lin, Hsiu-Hau
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9794815/
https://www.ncbi.nlm.nih.gov/pubmed/36575301
http://dx.doi.org/10.1038/s41598-022-27102-0
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author Huang, Ching-I
Chen, Chun-Chung
Lin, Hsiu-Hau
author_facet Huang, Ching-I
Chen, Chun-Chung
Lin, Hsiu-Hau
author_sort Huang, Ching-I
collection PubMed
description Evolutionary dynamics is well captured by the replicator equations when the population is infinite and well-mixed. However, the extinction dynamics is modified with finite and structured populations. Experiments on the non-transitive ecosystem containing three populations of bacteria found that the ecological stability sensitively depends on the spatial structure of the populations. Based on the Reference–Gamble–Birth algorithm, we use agent-based Monte Carlo simulations to investigate the extinction dynamics in the rock-paper-scissors ecosystem with finite and structured populations. On the fully-connected network, the extinction time in stable and unstable regimes falls into two universal functions when plotted with the rescaled variables. On the two dimensional grid, the spatial structure changes the transition boundary between stable and unstable regimes but doesn’t change its extinction trend. The finding of universal scaling in extinction dynamics is unexpected, and may provide a powerful method to classify different evolutionary dynamics into universal classes.
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spelling pubmed-97948152022-12-29 Universal scaling of extinction time in stochastic evolutionary dynamics Huang, Ching-I Chen, Chun-Chung Lin, Hsiu-Hau Sci Rep Article Evolutionary dynamics is well captured by the replicator equations when the population is infinite and well-mixed. However, the extinction dynamics is modified with finite and structured populations. Experiments on the non-transitive ecosystem containing three populations of bacteria found that the ecological stability sensitively depends on the spatial structure of the populations. Based on the Reference–Gamble–Birth algorithm, we use agent-based Monte Carlo simulations to investigate the extinction dynamics in the rock-paper-scissors ecosystem with finite and structured populations. On the fully-connected network, the extinction time in stable and unstable regimes falls into two universal functions when plotted with the rescaled variables. On the two dimensional grid, the spatial structure changes the transition boundary between stable and unstable regimes but doesn’t change its extinction trend. The finding of universal scaling in extinction dynamics is unexpected, and may provide a powerful method to classify different evolutionary dynamics into universal classes. Nature Publishing Group UK 2022-12-27 /pmc/articles/PMC9794815/ /pubmed/36575301 http://dx.doi.org/10.1038/s41598-022-27102-0 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Huang, Ching-I
Chen, Chun-Chung
Lin, Hsiu-Hau
Universal scaling of extinction time in stochastic evolutionary dynamics
title Universal scaling of extinction time in stochastic evolutionary dynamics
title_full Universal scaling of extinction time in stochastic evolutionary dynamics
title_fullStr Universal scaling of extinction time in stochastic evolutionary dynamics
title_full_unstemmed Universal scaling of extinction time in stochastic evolutionary dynamics
title_short Universal scaling of extinction time in stochastic evolutionary dynamics
title_sort universal scaling of extinction time in stochastic evolutionary dynamics
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9794815/
https://www.ncbi.nlm.nih.gov/pubmed/36575301
http://dx.doi.org/10.1038/s41598-022-27102-0
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