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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....
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2020
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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. |
format | Online Article Text |
id | pubmed-7671562 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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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