Extinction in neutrally stable stochastic Lotka-Volterra models
arXiv:1001.5235 · doi:10.1103/PhysRevE.85.051903
Abstract
Populations of competing biological species exhibit a fascinating interplay between the nonlinear dynamics of evolutionary selection forces and random fluctuations arising from the stochastic nature of the interactions. The processes leading to extinction of species, whose understanding is a key component in the study of evolution and biodiversity, are influenced by both of these factors. In this paper, we investigate a class of stochastic population dynamics models based on generalized Lotka-Volterra systems. In the case of neutral stability of the underlying deterministic model, the impact of intrinsic noise on the survival of species is dramatic: it destroys coexistence of interacting species on a time scale proportional to the population size. We introduce a new method based on stochastic averaging which allows one to understand this extinction process quantitatively by reduction to a lower-dimensional effective dynamics. This is performed analytically for two highly symmetrical models and can be generalized numerically to more complex situations. The extinction probability distributions and other quantities of interest we obtain show excellent agreement with simulations.
14 pages, 7 figures
References in corpus (13)
- Evolutionary games on graphs
- Mobility promotes and jeopardizes biodiversity in rock-paper-scissors games
- Coevolutionary Dynamics: From Finite to Infinite Populations
- Fixation of strategies for an evolutionary game in finite populations
- Coexistence versus extinction in the stochastic cyclic Lotka-Volterra model
- Coevolutionary dynamics in large, but finite populations
- Spatial Rock-Paper-Scissors Models with Inhomogeneous Reaction Rates
- Noise-guided evolution within cyclical interactions
- The edge of neutral evolution in social dilemmas
- Range Expansion with Mutation and Selection: Dynamical Phase Transition in a Two-Species Eden Model
- Cyclic competition of four species: mean field theory and stochastic evolution
- Saddles, Arrows, and Spirals: Deterministic Trajectories in Cyclic Competition of Four Species
- Stochastic population oscillations in spatial predator-prey models
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