Literature DB >> 27107870

Links between deterministic and stochastic approaches for invasion in growth-fragmentation-death models.

Fabien Campillo1,2, Nicolas Champagnat3,4,5, Coralie Fritsch6,7,8.   

Abstract

We present two approaches to study invasion in growth-fragmentation-death models. The first one is based on a stochastic individual based model, which is a piecewise deterministic branching process with a continuum of types, and the second one is based on an integro-differential model. The invasion of the population is described by the survival probability for the former model and by an eigenproblem for the latter one. We study these two notions of invasion fitness, giving different characterizations of the growth of the population, and we make links between these two complementary points of view. In particular we prove that the two approaches lead to the same criterion of possible invasion. Based on Krein-Rutman theory, we also give a proof of the existence of a solution to the eigenproblem, which satisfies the conditions needed for our study of the stochastic model, hence providing a set of assumptions under which both approaches can be carried out. Finally, we motivate our work in the context of adaptive dynamics in a chemostat model.

Keywords:  Bacterial population; Eigenproblem; Growth-fragmentation-death model; Individual-based model; Infinite dimensional branching process; Integro-differential equation; Invasion fitness; Piecewise-deterministic Markov process

Mesh:

Year:  2016        PMID: 27107870     DOI: 10.1007/s00285-016-1012-6

Source DB:  PubMed          Journal:  J Math Biol        ISSN: 0303-6812            Impact factor:   2.259


  7 in total

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3.  Description of the chemostat.

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5.  How should we define 'fitness' for general ecological scenarios?

Authors:  J A Metz; R M Nisbet; S A Geritz
Journal:  Trends Ecol Evol       Date:  1992-06       Impact factor: 17.712

6.  The dynamical theory of coevolution: a derivation from stochastic ecological processes.

Authors:  U Dieckmann; R Law
Journal:  J Math Biol       Date:  1996       Impact factor: 2.259

7.  A simple stochastic gene substitution model.

Authors:  J H Gillespie
Journal:  Theor Popul Biol       Date:  1983-04       Impact factor: 1.570

  7 in total
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1.  Gaussian approximations for chemostat models in finite and infinite dimensions.

Authors:  Bertrand Cloez; Coralie Fritsch
Journal:  J Math Biol       Date:  2017-01-27       Impact factor: 2.259

2.  Eigensolutions and spectral analysis of a model for vertical gene transfer of plasmids.

Authors:  Eva Stadler
Journal:  J Math Biol       Date:  2018-11-19       Impact factor: 2.259

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