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A New Proof for the Convergence of an Individual Based Model to the Trait Substitution Sequence
Authors:Ankit Gupta  J A J Metz  Viet Chi Tran
Institution:1. CMAP, Ecole Polytechnique, UMR CNRS 7641, Route de Saclay, 91128, Palaiseau Cédex, France
2. Mathematical Institute & Institute of Biology & NCB Naturalis, Leiden, Niels Bohrweg 1, 2333 CA, Leiden, The Netherlands
3. EEP, IIASA, Laxenburg, Austria
4. Equipe Probabilité Statistique, Laboratoire Paul Painlevé, UMR CNRS 8524, UFR de Mathématiques, Université des Sciences et Technologies Lille 1, Cité Scientifique, 59655, Villeneuve d’Ascq Cédex, France
Abstract:We consider a continuous time stochastic individual based model for a population structured only by an inherited vector trait and with logistic interactions. We consider its limit in a context from adaptive dynamics: the population is large, the mutations are rare and the process is viewed in the timescale of mutations. Using averaging techniques due to Kurtz (in Lecture Notes in Control and Inform. Sci., vol. 177, pp. 186–209, 1992), we give a new proof of the convergence of the individual based model to the trait substitution sequence of Metz et al. (in Trends in Ecology and Evolution 7(6), 198–202, 1992), first worked out by Dieckman and Law (in Journal of Mathematical Biology 34(5–6), 579–612, 1996) and rigorously proved by Champagnat (in Theoretical Population Biology 69, 297–321, 2006): rigging the model such that “invasion implies substitution”, we obtain in the limit a process that jumps from one population equilibrium to another when mutations occur and invade the population.
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