Cargando…
Understanding evolutionary and ecological dynamics using a continuum limit
Continuum limits in the form of stochastic differential equations are typically used in theoretical population genetics to account for genetic drift or more generally, inherent randomness of the model. In evolutionary game theory and theoretical ecology, however, this method is used less frequently...
Autores principales: | , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8207364/ https://www.ncbi.nlm.nih.gov/pubmed/34141189 http://dx.doi.org/10.1002/ece3.7205 |
_version_ | 1783708761214418944 |
---|---|
author | Czuppon, Peter Traulsen, Arne |
author_facet | Czuppon, Peter Traulsen, Arne |
author_sort | Czuppon, Peter |
collection | PubMed |
description | Continuum limits in the form of stochastic differential equations are typically used in theoretical population genetics to account for genetic drift or more generally, inherent randomness of the model. In evolutionary game theory and theoretical ecology, however, this method is used less frequently to study demographic stochasticity. Here, we review the use of continuum limits in ecology and evolution. Starting with an individual‐based model, we derive a large population size limit, a (stochastic) differential equation which is called continuum limit. By example of the Wright–Fisher diffusion, we outline how to compute the stationary distribution, the fixation probability of a certain type, and the mean extinction time using the continuum limit. In the context of the logistic growth equation, we approximate the quasi‐stationary distribution in a finite population. |
format | Online Article Text |
id | pubmed-8207364 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-82073642021-06-16 Understanding evolutionary and ecological dynamics using a continuum limit Czuppon, Peter Traulsen, Arne Ecol Evol Reviews Continuum limits in the form of stochastic differential equations are typically used in theoretical population genetics to account for genetic drift or more generally, inherent randomness of the model. In evolutionary game theory and theoretical ecology, however, this method is used less frequently to study demographic stochasticity. Here, we review the use of continuum limits in ecology and evolution. Starting with an individual‐based model, we derive a large population size limit, a (stochastic) differential equation which is called continuum limit. By example of the Wright–Fisher diffusion, we outline how to compute the stationary distribution, the fixation probability of a certain type, and the mean extinction time using the continuum limit. In the context of the logistic growth equation, we approximate the quasi‐stationary distribution in a finite population. John Wiley and Sons Inc. 2021-05-01 /pmc/articles/PMC8207364/ /pubmed/34141189 http://dx.doi.org/10.1002/ece3.7205 Text en © 2021 The Authors. Ecology and Evolution published by John Wiley & Sons Ltd https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Reviews Czuppon, Peter Traulsen, Arne Understanding evolutionary and ecological dynamics using a continuum limit |
title | Understanding evolutionary and ecological dynamics using a continuum limit |
title_full | Understanding evolutionary and ecological dynamics using a continuum limit |
title_fullStr | Understanding evolutionary and ecological dynamics using a continuum limit |
title_full_unstemmed | Understanding evolutionary and ecological dynamics using a continuum limit |
title_short | Understanding evolutionary and ecological dynamics using a continuum limit |
title_sort | understanding evolutionary and ecological dynamics using a continuum limit |
topic | Reviews |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8207364/ https://www.ncbi.nlm.nih.gov/pubmed/34141189 http://dx.doi.org/10.1002/ece3.7205 |
work_keys_str_mv | AT czupponpeter understandingevolutionaryandecologicaldynamicsusingacontinuumlimit AT traulsenarne understandingevolutionaryandecologicaldynamicsusingacontinuumlimit |