Lotka-Volterra Predator-Prey
Oscillations, chaos, phase portraits, nullclines, and bifurcations
The classic Lotka-Volterra equations ẋ = αx−βxy, ẏ = δxy−γy produce neutral cycles
around the equilibrium (γ/δ, α/β). The conserved quantity H = δx−γln x+βy−αln y foliates phase space into
closed orbits — not a stable limit cycle. With logistic prey or Holling type II
functional response, the system can have a stable spiral or limit cycle (Hopf bifurcation).
3-species extensions can exhibit deterministic chaos on strange attractors.