Cargando…
Lotka–Volterra approximations for evolutionary trait-substitution processes
A set of axioms is formulated characterizing ecologically plausible community dynamics. Using these axioms, it is proved that the transients following an invasion into a sufficiently stable equilibrium community by a mutant phenotype similar to one of the community's finitely many resident phen...
Autores principales: | , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7250815/ https://www.ncbi.nlm.nih.gov/pubmed/32440889 http://dx.doi.org/10.1007/s00285-020-01493-y |
_version_ | 1783538829991346176 |
---|---|
author | Ito, Hiroshi C. Dieckmann, Ulf Metz, Johan A. J. |
author_facet | Ito, Hiroshi C. Dieckmann, Ulf Metz, Johan A. J. |
author_sort | Ito, Hiroshi C. |
collection | PubMed |
description | A set of axioms is formulated characterizing ecologically plausible community dynamics. Using these axioms, it is proved that the transients following an invasion into a sufficiently stable equilibrium community by a mutant phenotype similar to one of the community's finitely many resident phenotypes can always be approximated by means of an appropriately chosen Lotka–Volterra model. To this end, the assumption is made that similar phenotypes in the community form clusters that are well-separated from each other, as is expected to be generally the case when evolution proceeds through small mutational steps. Each phenotypic cluster is represented by a single phenotype, which we call an approximate phenotype and assign the cluster’s total population density. We present our results in three steps. First, for a set of approximate phenotypes with arbitrary equilibrium population densities before the invasion, the Lotka–Volterra approximation is proved to apply if the changes of the population densities of these phenotypes are sufficiently small during the transient following the invasion. Second, quantitative conditions for such small changes of population densities are derived as a relationship between within-cluster differences and the leading eigenvalue of the community’s Jacobian matrix evaluated at the equilibrium population densities before the invasion. Third, to demonstrate the utility of our results, the ‘invasion implies substitution’ result for monomorphic populations is extended to arbitrarily polymorphic populations consisting of well-recognizable and -separated clusters. |
format | Online Article Text |
id | pubmed-7250815 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-72508152020-06-04 Lotka–Volterra approximations for evolutionary trait-substitution processes Ito, Hiroshi C. Dieckmann, Ulf Metz, Johan A. J. J Math Biol Article A set of axioms is formulated characterizing ecologically plausible community dynamics. Using these axioms, it is proved that the transients following an invasion into a sufficiently stable equilibrium community by a mutant phenotype similar to one of the community's finitely many resident phenotypes can always be approximated by means of an appropriately chosen Lotka–Volterra model. To this end, the assumption is made that similar phenotypes in the community form clusters that are well-separated from each other, as is expected to be generally the case when evolution proceeds through small mutational steps. Each phenotypic cluster is represented by a single phenotype, which we call an approximate phenotype and assign the cluster’s total population density. We present our results in three steps. First, for a set of approximate phenotypes with arbitrary equilibrium population densities before the invasion, the Lotka–Volterra approximation is proved to apply if the changes of the population densities of these phenotypes are sufficiently small during the transient following the invasion. Second, quantitative conditions for such small changes of population densities are derived as a relationship between within-cluster differences and the leading eigenvalue of the community’s Jacobian matrix evaluated at the equilibrium population densities before the invasion. Third, to demonstrate the utility of our results, the ‘invasion implies substitution’ result for monomorphic populations is extended to arbitrarily polymorphic populations consisting of well-recognizable and -separated clusters. Springer Berlin Heidelberg 2020-05-21 2020 /pmc/articles/PMC7250815/ /pubmed/32440889 http://dx.doi.org/10.1007/s00285-020-01493-y Text en © The Author(s) 2020 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/. |
spellingShingle | Article Ito, Hiroshi C. Dieckmann, Ulf Metz, Johan A. J. Lotka–Volterra approximations for evolutionary trait-substitution processes |
title | Lotka–Volterra approximations for evolutionary trait-substitution processes |
title_full | Lotka–Volterra approximations for evolutionary trait-substitution processes |
title_fullStr | Lotka–Volterra approximations for evolutionary trait-substitution processes |
title_full_unstemmed | Lotka–Volterra approximations for evolutionary trait-substitution processes |
title_short | Lotka–Volterra approximations for evolutionary trait-substitution processes |
title_sort | lotka–volterra approximations for evolutionary trait-substitution processes |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7250815/ https://www.ncbi.nlm.nih.gov/pubmed/32440889 http://dx.doi.org/10.1007/s00285-020-01493-y |
work_keys_str_mv | AT itohiroshic lotkavolterraapproximationsforevolutionarytraitsubstitutionprocesses AT dieckmannulf lotkavolterraapproximationsforevolutionarytraitsubstitutionprocesses AT metzjohanaj lotkavolterraapproximationsforevolutionarytraitsubstitutionprocesses |