Fisher's equation 2026-10-14
Fisher's equation is a reaction-diffusion equation combining diffusion with logistic growth. For positive , one-dimensional fronts joining to zero have minimum speed . The phase-plane construction of a Fisher travelling front and the linearized leading edge explain this threshold.
Past exam of the mathematics course of the University of Cambridge 2010 iii Paper 64 3 Solution Created 2026-10-03 Updated 2026-10-14
For a nonconstant invasion travelling wave, the relevant end states are and . These fronts do not exist at every nonnegative speed: the phase plane calculation gives the threshold . The constant solutions and are, of course, nonnegative travelling waves for every speed, including zero.
Put and . The travelling-wave reduction of a reaction-diffusion system givesThe equilibrium points in the phase plane are and . At the characteristic equation is , so there is one positive and one negative eigenvalue. Thus it is a saddle equilibrium. Its descending unstable manifold has , and locallyAt the eigenvalues areFor it is a stable node; for it is a stable spiral. The repeated-root case must be included in the existence argument rather than inferred from distinct roots.
Suppose . Choose with ; for example . Consider the closed triangular regionOn the horizontal side , the vector field has , pointing into . On the vertical side , it has , again pointing inward. For the sloping side use , so that on ,Thus trajectories cannot cross into . The remaining boundary point is an equilibrium point and cannot be crossed in finite time by a nonconstant trajectory, by uniqueness theorem for ordinary differential equations. This proves forward invariance of . The argument works unchanged at with .
The descending unstable manifold of initially enters . Its forward trajectory remains in this compact region, so it exists for all positive . Within the interior, : a first contact with at would have , contrary to arrival from below. Hence decreases strictly and has a limit . To identify the limit, its omega-limit set lies on the line and is invariant. Any trajectory remaining on this line has ; its second equation then forces . Since , it follows that , and the only possible omega-limit set is . Backward in , the unstable manifold tends to by its construction. We have therefore obtained a positive decreasing heteroclinic orbit and hence a nonnegative travelling wave for every .
For completeness, the threshold is necessary for such a front. When , put , , and . Near the zero equilibrium point the system becomesFor a nonzero trajectory its polar angle satisfiesA trajectory approaching zero therefore makes infinitely many rotations and must cross . It cannot be a nonnegative front. At , the first integralis conserved. It has values and at the two desired end states, so no heteroclinic orbit connects them. ConsequentlyThis is the phase-plane construction of a Fisher travelling front, including the critical speed. The statement for all must distinguish these nonconstant fronts from the two constant travelling waves.
