Invasion and adaptive evolution for individual-based spatially structured populations

Nicolas Champagnat 1, 2, * Sylvie Méléard 3, 4
* Corresponding author
2 TOSCA
INRIA Lorraine, CRISAM - Inria Sophia Antipolis - Méditerranée , UHP - Université Henri Poincaré - Nancy 1, Université Nancy 2, INPL - Institut National Polytechnique de Lorraine, CNRS - Centre National de la Recherche Scientifique : UMR7502
Abstract : The interplay between space and evolution is an important issue in population dynamics, that is in particular crucial in the emergence of polymorphism and spatial patterns. Recently, biological studies suggest that invasion and evolution are closely related. Here we model the interplay between space and evolution starting with an individual-based approach and show the important role of parameter scalings on clustering and invasion. We consider a stochastic discrete model with birth, death, competition, mutation and spatial diffusion, where all the parameters may depend both on the position and on the trait of individuals. The spatial motion is driven by a reflected diffusion in a bounded domain. The interaction is modelled as a trait competition between individuals within a given spatial interaction range. First, we give an algorithmic construction of the process. Next, we obtain large population approximations, as weak solutions of nonlinear reaction-diffusion equations with Neumann's boundary conditions. As the spatial interaction range is fixed, the nonlinearity is nonlocal. Then, we make the interaction range decrease to zero and prove the convergence to spatially localized nonlinear reaction-diffusion equations, with Neumann's boundary conditions. Finally, simulations based on the microscopic individual-based model are given, illustrating the strong effects of the spatial interaction range on the emergence of spatial and phenotypic diversity (clustering and polymorphism) and on the interplay between invasion and evolution. The simulations focus on the qualitative differences between local and nonlocal interactions.
Liste complète des métadonnées

Cited literature [47 references]  Display  Hide  Download

https://hal.archives-ouvertes.fr/hal-00022153
Contributor : Nicolas Champagnat <>
Submitted on : Wednesday, March 9, 2016 - 6:04:35 PM
Last modification on : Friday, December 14, 2018 - 1:27:35 AM
Document(s) archivé(s) le : Sunday, November 13, 2016 - 1:20:21 PM

File

revision3.pdf
Files produced by the author(s)

Licence


Distributed under a Creative Commons Attribution 4.0 International License

Identifiers

Citation

Nicolas Champagnat, Sylvie Méléard. Invasion and adaptive evolution for individual-based spatially structured populations. Journal of Mathematical Biology, Springer Verlag (Germany), 2007, 55 (2), pp.147-188. ⟨10.1007/s00285-007-0072-z⟩. ⟨hal-00022153v2⟩

Share

Metrics

Record views

1137

Files downloads

165