Crossing a fitness valley as a metastable transition in a stochastic population model
We consider a stochastic model of population dynamics where each individual is characterised by a trait in {0,1,…,L} and has a natural reproduction rate, a logistic death rate due to age or competition and a probability of mutation towards neighbouring traits at each reproduction event. We choose pa...
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Veröffentlicht in: | The Annals of applied probability 2019-12, Vol.29 (6), p.3541-3589 |
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Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | We consider a stochastic model of population dynamics where each individual is characterised by a trait in {0,1,…,L} and has a natural reproduction rate, a logistic death rate due to age or competition and a probability of mutation towards neighbouring traits at each reproduction event. We choose parameters such that the induced fitness landscape exhibits a valley: mutant individuals with negative fitness have to be created in order for the population to reach a trait with positive fitness. We focus on the limit of large population and rare mutations at several speeds. In particular, when the mutation rate is low enough, metastability occurs: the exit time of the valley is an exponentially distributed random variable. |
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ISSN: | 1050-5164 2168-8737 |
DOI: | 10.1214/19-AAP1487 |