At an equilibrium point, and , so . With , the two equilibrium points and their Jacobian matrix are
At , . The trace-determinant stability criterion therefore gives an unstable saddle equilibrium. At the origin, the eigenvalues are : its linearization is a center equilibrium. The linearization stability theorem does not classify this nonhyperbolic equilibrium of the nonlinear system.
Nonlinear classification. In fact the answer depends on :
Here is an explicit derivation, rather than an inference from the imaginary eigenvalues. When , set . Near the origin , and the first integral
has
Its Hessian matrix at the origin is the identity. Small level curves are closed ovals on which the vector field is nonzero, proving the center equilibrium classification and Lyapunov stability.
For , a higher-order Lyapunov function calculation settles the issue. Put , , , , and . Then
Write and introduce the differential operators
Successively cancel the terms of degrees three, four and five in the derivative of , using these homogeneous polynomials:
Direct differentiation verifies , and . The remaining degree-six term has circular average
For example, the only nonzero averages of degree-six monomials needed here are and . Since in polar coordinates, the zero-average part can be cancelled by a degree-six homogeneous polynomial satisfying
Indeed its restriction to the unit circle is obtained by integrating a zero-average trigonometric polynomial; its Fourier modes have orders , so multiplication by gives a polynomial. Consequently the positive Lyapunov function satisfies
For this is strictly negative near the origin, giving asymptotic stability. For it is strictly positive, and in a sufficiently small neighbourhood; every nonzero starting point must eventually leave that neighbourhood. Finally , so the nearby trajectories rotate: these are weak foci, with the stability stated above. Merely calling the nonlinear origin a center for every would miss this distinction.
With , the feedback system is
For , is an equilibrium. Its stability matrix and characteristic polynomial are
Thus there is always a zero eigenvalue, with eigenvector , so it is a nonhyperbolic equilibrium. If , the other two eigenvalues are off the imaginary axis: for their real parts are negative, while for their product is negative. At , all three eigenvalues are zero, explaining the exclusion in the next part.
The centre manifold theorem gives, near an equilibrium of a sufficiently smooth system, a local invariant manifold tangent to the generalized eigenspaces with zero-real-part eigenvalues, expressible as a graph of a function over them. Its reduced dynamics govern local equilibria and their stability in the presence of strictly stable transverse directions. The manifold need not be unique or analytic; finite Taylor jets can nevertheless be determined from invariance. Treating a parameter as a variable with gives the extended centre manifold for a parameter.
At the linearized block has eigenvalues , and the direction has eigenvalue . Thus the origin is a nonhyperbolic equilibrium, with stable dimension two and non-extended centre dimension one. The extended centre dimension is two. The transformed equations are
The graph of a function satisfies and , with invariance equations and . Symmetry permits odd and even in . Giving weight one and weight two, comparison yields
Here means terms of weighted order at least under the stated scaling. If , the pitchfork bifurcation is supercritical: stable branches appear for as the origin loses stability. If , it is a subcritical pitchfork bifurcation: unstable branches occur for , while the origin is stable there.
For , assign weight four. The leading cubic terms in cancel. The invariance equations now give and : first contributes at weight six and also first contributes there. Substitution then gives
The derivative along the nonzero branches is , so they are unstable. The origin is stable for , unstable for , and nonlinearly unstable at because the leading term is . This is a degenerate subcritical pitchfork bifurcation.
Figure 1.
Bifurcation diagram for the equilibrium branches
. Details.
A fixed point satisfies
The branch with is
Every other fixed point can be parametrized by its -coordinate:
Equivalently,
The pair exists for , and the pair for .
The Jacobian matrix is
On its eigenvalues are and , so this branch has a nonhyperbolic equilibrium at and . On a nonzero- branch,
which vanishes at , hence at and . The three bifurcation values and locations are therefore
At put and write the centre manifold as . Its centre-manifold invariance equation is
It gives , and hence
This is the pitchfork bifurcation normal form with stable nonzero centre branches for : the bifurcation at is supercritical.
At put and . Then
Again , so
The nonzero centre branches exist for and are unstable in the centre direction, whereas is centre-stable there. Thus the bifurcation at is a subcritical pitchfork bifurcation with reversed normal-form parameter.
Finally fix and put
The translated system is
The extended centre manifold has
and therefore
This is the saddle-node bifurcation normal form. For there are two nearby fixed points, which coalesce and disappear at . The complete reductions are recorded in the Extended centre-manifold reductions of the 2019 Cambridge reflection-symmetric system.