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The Moran process on 2-chromatic graphs

Resources are rarely distributed uniformly within a population. Heterogeneity in the concentration of a drug, the quality of breeding sites, or wealth can all affect evolutionary dynamics. In this study, we represent a collection of properties affecting the fitness at a given location using a color....

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Detalles Bibliográficos
Autores principales: Kaveh, Kamran, McAvoy, Alex, Chatterjee, Krishnendu, Nowak, Martin A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7671562/
https://www.ncbi.nlm.nih.gov/pubmed/33151935
http://dx.doi.org/10.1371/journal.pcbi.1008402
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author Kaveh, Kamran
McAvoy, Alex
Chatterjee, Krishnendu
Nowak, Martin A.
author_facet Kaveh, Kamran
McAvoy, Alex
Chatterjee, Krishnendu
Nowak, Martin A.
author_sort Kaveh, Kamran
collection PubMed
description Resources are rarely distributed uniformly within a population. Heterogeneity in the concentration of a drug, the quality of breeding sites, or wealth can all affect evolutionary dynamics. In this study, we represent a collection of properties affecting the fitness at a given location using a color. A green node is rich in resources while a red node is poorer. More colors can represent a broader spectrum of resource qualities. For a population evolving according to the birth-death Moran model, the first question we address is which structures, identified by graph connectivity and graph coloring, are evolutionarily equivalent. We prove that all properly two-colored, undirected, regular graphs are evolutionarily equivalent (where “properly colored” means that no two neighbors have the same color). We then compare the effects of background heterogeneity on properly two-colored graphs to those with alternative schemes in which the colors are permuted. Finally, we discuss dynamic coloring as a model for spatiotemporal resource fluctuations, and we illustrate that random dynamic colorings often diminish the effects of background heterogeneity relative to a proper two-coloring.
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spelling pubmed-76715622020-11-19 The Moran process on 2-chromatic graphs Kaveh, Kamran McAvoy, Alex Chatterjee, Krishnendu Nowak, Martin A. PLoS Comput Biol Research Article Resources are rarely distributed uniformly within a population. Heterogeneity in the concentration of a drug, the quality of breeding sites, or wealth can all affect evolutionary dynamics. In this study, we represent a collection of properties affecting the fitness at a given location using a color. A green node is rich in resources while a red node is poorer. More colors can represent a broader spectrum of resource qualities. For a population evolving according to the birth-death Moran model, the first question we address is which structures, identified by graph connectivity and graph coloring, are evolutionarily equivalent. We prove that all properly two-colored, undirected, regular graphs are evolutionarily equivalent (where “properly colored” means that no two neighbors have the same color). We then compare the effects of background heterogeneity on properly two-colored graphs to those with alternative schemes in which the colors are permuted. Finally, we discuss dynamic coloring as a model for spatiotemporal resource fluctuations, and we illustrate that random dynamic colorings often diminish the effects of background heterogeneity relative to a proper two-coloring. Public Library of Science 2020-11-05 /pmc/articles/PMC7671562/ /pubmed/33151935 http://dx.doi.org/10.1371/journal.pcbi.1008402 Text en © 2020 Kaveh et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Kaveh, Kamran
McAvoy, Alex
Chatterjee, Krishnendu
Nowak, Martin A.
The Moran process on 2-chromatic graphs
title The Moran process on 2-chromatic graphs
title_full The Moran process on 2-chromatic graphs
title_fullStr The Moran process on 2-chromatic graphs
title_full_unstemmed The Moran process on 2-chromatic graphs
title_short The Moran process on 2-chromatic graphs
title_sort moran process on 2-chromatic graphs
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7671562/
https://www.ncbi.nlm.nih.gov/pubmed/33151935
http://dx.doi.org/10.1371/journal.pcbi.1008402
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