Delayed logistic equation 2026-10-31
This delay differential equation replaces instantaneous logistic inhibition by a population value one delay earlier. A positive history function of a delay differential equation gives positive solutions while they exist. The equilibria are zero and one. Linearization at one gives , with characteristic equation . Delayed sign reversal permits overshoots around one and, at the delayed logistic Hopf threshold, a periodic branch.
Past exam of the mathematical physiology course of the University of Oxford 2011 3 c ii Solution 2026-10-31
For a purely imaginary root with , separating real and imaginary parts givesThus and , . The first crossing isFor there is no root with nonnegative real part. Indeed, write with . The real equation forces , hence . But the imaginary equation gives , contradicting .
Differentiate the characteristic equation along the root:The imaginary roots are simple because , and they cross into the unstable half-plane as delay increases.
One can also check the nonlinear Hopf bifurcation directly. With and small amplitude , substituteThe constant and second harmonics at order give the displayed coefficients. Put . At order , absence of resonant first harmonics requires and . HenceThe nonzero coefficient verifies a branch of small periodic solutions for , consistent with the transverse Hopf bifurcation in the delayed logistic equation. This is the delayed logistic Hopf threshold.