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
Hauptverfasser: Bovier, Anton, Coquille, Loren, Smadi, Charline
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.
ISSN:1050-5164
2168-8737
DOI:10.1214/19-AAP1487