Exact stochastic simulation of predator-prey dynamics — extinction risk and demographic noise absent in ODE models.
The Gillespie algorithm samples exact stochastic trajectories from the chemical master equation. Unlike deterministic ODEs, finite populations can go extinct from fluctuations even at ODE-stable fixed points. Phase portrait shows spirals tightening to extinction or expanding to limit cycles.