Measure-valued growth processes in continuous space and growth properties starting from an infinite interface - Archive ouverte HAL
Article Dans Une Revue Stochastic Processes and their Applications Année : 2024

Measure-valued growth processes in continuous space and growth properties starting from an infinite interface

Apolline Louvet
  • Fonction : Auteur
  • PersonId : 1084605
Amandine Véber

Résumé

The k-parent and infinite-parent spatial Lambda-Fleming Viot processes (or SLFV), introduced in previous work, form a family of stochastic models for spatially expanding populations. These processes are akin to a continuous-space version of the classical Eden growth model (but with local backtracking of the occupied area allowed when k is finite), while being associated with a dual process encoding ancestry. In this article, we focus on the growth properties of the area occupied by individuals of type 1 (type 0 encoding units of empty space). To do so, we first define the quantities that we shall use to quantify the speed of growth of the occupied area. Using the associated dual process and a comparison with a first-passage percolation problem, we show that the growth of the occupied region in the infinite-parent SLFV is linear in time. Because of the possibility of local backtracking of the occupied area, the result we obtain for the k-parent SLFV is slightly weaker. It gives an upper bound on the probability that a given location is occupied at time t, which also shows that growth in the k-parent SLFV is linear in time. We use numerical simulations to approximate the growth speed for the infinite-parent SLFV, and we observe that the actual speed may be higher than the speed expected from simple first-moment calculations due to the characteristic front dynamics.
Fichier principal
Vignette du fichier
growth_SLFV_accepted.pdf (858.02 Ko) Télécharger le fichier
Origine Fichiers produits par l'(les) auteur(s)
Licence

Dates et versions

hal-04365085 , version 1 (29-12-2023)

Licence

Identifiants

Citer

Apolline Louvet, Amandine Véber. Measure-valued growth processes in continuous space and growth properties starting from an infinite interface. Stochastic Processes and their Applications, 2024, 170, pp.104291. ⟨10.1016/j.spa.2023.104291⟩. ⟨hal-04365085⟩
45 Consultations
58 Téléchargements

Altmetric

Partager

More