Generating functionals and Gaussian approximations for interruptible delay reactions
arXiv:1505.05100 · doi:10.1103/PhysRevE.92.042105
Abstract
We develop a generating functional description of the dynamics of non-Markovian individual-based systems, in which delay reactions can be terminated before completion. This generalises previous work in which a path-integral approach was applied to dynamics in which delay reactions complete with certainty. We construct a more widely applicable theory, and from it we derive Gaussian approximations of the dynamics, valid in the limit of large, but finite population sizes. As an application of our theory we study predator-prey models with delay dynamics due to gestation or lag periods to reach the reproductive age. In particular we focus on the effects of delay on noise-induced cycles.
18 pages, 4 figures
References in corpus (8)
- Mobility promotes and jeopardizes biodiversity in rock-paper-scissors games
- Coevolutionary Dynamics: From Finite to Infinite Populations
- Noise and Correlations in a Spatial Population Model with Cyclic Competition
- Oscillatory Dynamics in Rock-Paper-Scissors Games with Mutations
- Simulating non-Markovian stochastic processes
- Symmetries of generating functionals of Langevin processes with colored multiplicative noise
- Anomalous finite-size effects in the Battle of the Sexes
- Gaussian approximations for stochastic systems with delay: chemical Langevin equation and application to a Brusselator system