A structured population model with diffusion in structure space

Andrea Pugliese, Fabio Milner

Research output: Contribution to journalArticle

1 Scopus citations

Abstract

A structured population model is described and analyzed, in which individual dynamics is stochastic. The model consists of a PDE of advection-diffusion type in the structure variable. The population may represent, for example, the density of infected individuals structured by pathogen density x, x≥ 0. The individuals with density x= 0 are not infected, but rather susceptible or recovered. Their dynamics is described by an ODE with a source term that is the exact flux from the diffusion and advection as x→ 0 + . Infection/reinfection is then modeled moving a fraction of these individuals into the infected class by distributing them in the structure variable through a probability density function. Existence of a global-in-time solution is proven, as well as a classical bifurcation result about equilibrium solutions: a net reproduction number R 0 is defined that separates the case of only the trivial equilibrium existing when R 0 < 1 from the existence of another—nontrivial—equilibrium when R 0 > 1. Numerical simulation results are provided to show the stabilization towards the positive equilibrium when R 0 > 1 and towards the trivial one when R 0 < 1 , result that is not proven analytically. Simulations are also provided to show the Allee effect that helps boost population sizes at low densities.

Original languageEnglish (US)
Pages (from-to)2079-2102
Number of pages24
JournalJournal Of Mathematical Biology
Volume77
Issue number6-7
DOIs
StatePublished - Dec 1 2018

Keywords

  • Diffusion
  • Stochastic model
  • Structured population model

ASJC Scopus subject areas

  • Modeling and Simulation
  • Agricultural and Biological Sciences (miscellaneous)
  • Applied Mathematics

Fingerprint Dive into the research topics of 'A structured population model with diffusion in structure space'. Together they form a unique fingerprint.

  • Cite this