An introduction to prey-predator Models Lotka-Volterra model Lotka-Volterra model with prey logistic growth Holling type II model
Generic Model f(x) prey growth term g(y) predator mortality term h(x,y) predation term e prey into predator biomass conversion coefficient
Lotka-Volterra Model r prey growth rate : Malthus law m predator mortality rate : natural mortality Mass action law a and b predation coefficients : b=ea e prey into predator biomass conversion coefficient
Lotka-Volterra nullclines
Direction field for Lotka-Volterra model
Local stability analysis Jacobian at positive equilibrium detJ*>0 and trJ*=0 (center)
Linear 2D systems (hyperbolic)
Local stability analysis Proof of existence of center trajectories (linearization theorem) Existence of a first integral H(x,y) :
Lotka-Volterra model
Lotka-Volterra model
Hare-Lynx data (Canada)
Logistic growth (sheep in Australia)
Lotka-Volterra Model with prey logistic growth
Nullclines for the Lotka-Volterra model with prey logistic growth
Lotka-Volterra Model with prey logistic growth Equilibrium points : (0,0) (K,0) (x*,y*)
Local stability analysis Jacobian at positive equilibrium detJ*>0 and trJ*<0 (stable)
Condition for local asymptotic stability
Lotka-Volterra model with prey logistic growth : coexistence
Lotka-Volterra with prey logistic growth : predator extinction
Transcritical bifurcation (K,0) stable and (x*,y*) unstable and negative (K,0) and (x*,y*) same (K,0) unstable and (x*,y*) stable and positive
Loss of periodic solutions coexistence Predator extinction
Functional response I and II
Holling Model
Existence of limit cycle (Supercritical Hopf bifurcation) Polar coordinates
Stable equilibrium
At bifurcation
Existence of a limit cycle
Supercritical Hopf bifurcation
Poincaré-Bendixson Theorem A bounded semi-orbit in the plane tends to : a stable equilibrium a limit cycle a cycle graph
Trapping region
Trapping region : Annulus
Example of a trapping region Van der Pol model (l>0)
Holling Model
Nullclines for Holling model
Poincaré box for Holling model
Holling model with limit cycle
Paradox of enrichment When K increases : Predator extinction Prey-predator coexistence (TC) Prey-predator equilibrium becomes unstable (Hopf) Occurrence of a stable limit cycle (large variations)
Other prey-predator models Functional responses (Type III, ratio-dependent …) Prey-predator-super-predator… Trophic levels
Routh-Hurwitz stability conditions Characteristic equations Stability conditions : M* l.a.s.
Routh-Hurwitz stability conditions Dimension 2 Dimension 3
3-trophic example
Interspecific competition Model Transformed system
Competition model