Competitive Brownian and Levy walkers
arXiv:1107.4214 · doi:10.1103/PhysRevE.85.041105
Abstract
Population dynamics of individuals undergoing birth and death and diffusing by short or long ranged twodimensional spatial excursions (Gaussian jumps or Lévy flights) is studied. Competitive interactions are considered in a global case, in which birth and death rates are influenced by all individuals in the system, and in a nonlocal but finite-range case in which interaction affects individuals in a neighborhood (we also address the noninteracting case). In the global case one single or few-cluster configurations are achieved with the spatial distribution of the bugs tied to the type of diffusion. In the Lévy case long tails appear for some properties characterizing the shape and dynamics of clusters. Under non-local finite-range interactions periodic patterns appear with periodicity set by the interaction range. This length acts as a cut-off limiting the influence of the long Lévy jumps, so that spatial configurations under the two types of diffusion become more similar. By dividing initially everyone into different families and following their descent it is possible to show that mixing of families and their competition is greatly influenced by the spatial dynamics.
Replaced with published version. Published in Physical Review E in Open Access mode
References in corpus (6)
- Anomalous dynamics of cell migration
- Nonlocal competition and logistic growth: patterns, defects and fronts
- Crystallization and melting of bacteria colonies and Brownian Bugs
- Spatial clustering of interacting bugs: Levy flights versus Gaussian jumps
- Birth, death and diffusion of interacting particles
- An individual based model with global competition interaction: fluctuations effects in pattern formation
Cited by in corpus (12)
- Strong interaction between plants induces circular barren patches: fairy circles
- A continuous-time persistent random walk model for flocking
- Arrays of stochastic oscillators: Nonlocal coupling, clustering, and wave formation
- Clustering determines the survivor for competing Brownian and Lévy walkers
- Boolean learning under noise-perturbations in hardware neural networks
- Spatial eco-evolutionary feedbacks mediate coexistence in prey-predator systems
- Competition for Stem Cell Fate Determinants as a Mechanism for Tissue Homeostasis
- Spatial patterns of competing random walkers
- Nonlocal birth-death competitive dynamics with volume exclusion
- The dynamics of natural selection in dispersal-structured populations
- The Role of Dispersal in Competition Success and in the Emerging Diversity
- Influence of invasion on natural selection in dispersal-structured populations