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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...

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Detalles Bibliográficos
Autores principales: Czuppon, Peter, Traulsen, Arne
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
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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.
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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
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