Exact anisotropic radial limit cycle 2026-10-31
For , , the substitution gives . Its positive periodic solution yields the displayed orbit, with full planar period . Every other solution at the same phase has , proving uniqueness and attraction. The limiting circles and give a trapping annulus, with tangencies at their extremal angles.
A large initial biological population maps to a very small positive biological population because at large : the initial slump is followed by recovery. Cobwebbing alternates a vertical step from to with a horizontal step to the diagonal at . The figure uses the explicit illustrative choice .
For , every positive orbit subsequently lies below the maximum . On the map is increasing, with the unique positive fixed point . Below that point and ; above it and . Therefore the trapped iterates approach the fixed point monotonically from whichever side they enter. In particularThe extinction initial value remains zero, but exact extinction is never reached from a positive finite biological population in this deterministic model.
The Ricker population map two-cycle consists of the two stable points of the second iterate, exchanged by the original map. Thus generic positive orbits approach alternating valuesThere are exceptions: zero stays extinct, while an orbit starting at or at one of its finite preimages eventually stays at that unstable fixed point.
To justify the large-time conclusion, put and . Every first image is at most . A positive orbit below grows until it enters ; if it never entered, its monotone limit below would contradict the fixed-point equation. The interval is invariant. On it is decreasing, so is increasing. Its only fixed points there are the three positive points already found; its graph signs make iterations below the unstable middle point converge to the lower stable point, and those above converge to the upper stable point. Interchanging even and odd subsequences under then gives the stated two-cycle. This is regular period-two behaviour, not chaos at this parameter.
Past exam of the topics in applied mathematics course of the University of Oxford 2009 B 6 Solution 2026-10-31
For an equilibrium at zero, the local stable manifold consists of nearby points whose forward trajectories remain nearby and tend to zero; the local unstable manifold is defined by backward trajectories with the analogous property. For a smooth system with , and no zero-real-part eigenvalues, the stable-manifold theorem gives manifolds tangent to the negative- and positive-real-part eigenspaces. Their dimensions are the corresponding eigenvalue counts. Real distinct eigenvalues alone are insufficient if one is zero; then a centre equilibrium direction requires additional analysis. In the saddle case each manifold is a curve, found by imposing invariance on a power-series graph through the relevant eigenvector.
In this system, the nullcline is and the nullclines are and . Substituting the first into the second gives . Since the quadratic has discriminant , the origin is the only real equilibrium. Its Jacobian matrix has eigenvalues , with eigenvectors and . It is therefore a hyperbolic saddle.
Set for either manifold. Invariance requiresFor , matching the linear coefficient gives or . The quadratic and cubic coefficients respectively satisfyFor the stable slope , this yields , ; for the unstable slope , it gives , . ThusSubstituting back into gives the reduced dynamicsThe signs of the linear terms confirm attraction and repulsion along the respective curves.
In the phase portrait, is positive above its parabolic nullcline and negative below it; has sign . The stable branches approach the saddle and the unstable branches leave it in opposite directions. There can be no periodic orbit, since such an orbit would require total enclosed equilibrium index , while the only equilibrium has index . There is no homoclinic excursion either: eliminating gives , so a positive turning point is a strict local minimum and a negative one a strict local maximum. A loop returning to zero would require the opposite extremum somewhere. Hence bounded forward trajectories lie on the stable manifold and approach zero; other trajectories eventually leave compact regions, without a claimed universal rate or infinite-time existence at infinity. The figure shows the global nullclines and the local cubic manifold approximations; the latter are used only near zero.

