Links between deterministic and stochastic approaches for invasion in growth-fragmentation-death models.
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.
Inria, LEMON, 34095, Montpellier, France.|Institut Montpelliérain Alexander Grothendieck, 34095, Montpellier, France.
Fabien
F
Campillo
Université de Lorraine, Institut Elie Cartan de Lorraine, UMR 7502, 54506, Vandœuvre-lès-Nancy, France.|CNRS, Institut Elie Cartan de Lorraine, UMR 7502, F-54506, Vandœuvre-lès-Nancy, France.|Inria, TOSCA, 54600, Villers-lès-Nancy, France.
Nicolas
N
Champagnat
Université de Lorraine, Institut Elie Cartan de Lorraine, UMR 7502, 54506, Vandœuvre-lès-Nancy, France. coralie.fritsch@inria.fr.|CNRS, Institut Elie Cartan de Lorraine, UMR 7502, F-54506, Vandœuvre-lès-Nancy, France. coralie.fritsch@inria.fr.|Inria, TOSCA, 54600, Villers-lès-Nancy, France. coralie.fritsch@inria.fr.
Coralie
C
Fritsch
D003643:Death; D008954:Models, Biological; D011336:Probability; D013269:Stochastic Processes; D016019:Survival Analysis
Bacterial population; Eigenproblem; Growth-fragmentation-death model; Individual-based model; Infinite dimensional branching process; Integro-differential equation; Invasion fitness; Piecewise-deterministic Markov process