Simple bifurcation branch point
The general method is exposed in Golubitsky, Martin, David G Schaeffer, and Ian Stewart. Singularities and Groups in Bifurcation Theory. New York: Springer-Verlag, 1985, VI.1.d page 295
A simple branch point $(x_0,p_0)$ for the problem $F(x,p)=0$ satisfies $\dim \ker dF(x_0,p_0) = 1$. At such point, we can apply Lyapunov-Schmidt reduction to transform the initial problem in large dimensions to a scalar polynomial ($\delta p \equiv p-p_0$):
\[a\delta p + z\left(b_1\delta p + \frac{b_2}{2}z + \frac{b_3}{6}z^2\right) = 0 \tag{E}\]
whose solutions give access to all solutions in a neighborhood of $(x,p)$.
More precisely, if $\ker dF(x_0,p_0) = \mathbb R\zeta$, one can show that $x_0+z\zeta$ is close to a solution on a new branch, thus satisfying $F(x_0+z\zeta,p_0+\delta p)\approx 0$.
In the above scalar equation,
- if $a\neq 0$, this is a Saddle-Node bifurcation
- if $a=0,b_2\neq 0$, the bifurcation point is Transcritical and the bifurcated branch exists on each side of $p_0$.
- if $a=0,b_2=0, b_3\neq 0$, the bifurcation point is a Pitchfork and the bifurcated branch only exists on one side of $p_0$.
Normal form computation
The reduced equation (E) can be automatically computed as follows
get_normal_form(br::ContResult, ind_bif::Int ;
verbose = false, ζs = nothing, lens = getlens(br))where prob is the bifurcation problem. br is a branch computed after a call to continuation with detection of bifurcation points enabled and ind_bif is the index of the bifurcation point on the branch br. The above call returns a point with information needed to compute the bifurcated branch. For more information about the optional parameters, we refer to get_normal_form. The result returns an object of type BranchPoint.
You should not need to call get_normal_form except if you need the full information about the branch point.
Predictor
The predictor for a non trivial guess at distance $\delta p$ from the bifurcation point is provided by the methods (depending on the type of the bifurcation point)
BifurcationKit.predictor — Methodpredictor(bp, ds; verbose, ampfactor)
This function provides prediction for the zeros of the Transcritical bifurcation point.
Arguments
bp::Transcriticalthe bifurcation pointdsdistance to the bifurcation point for the prediction. Can be negative. Basically the parameter isp = bp.p + ds
Optional arguments
verbosedisplay informationampfactor = 1factor multiplying prediction
Returned values
x0trivial solution (which bifurcates)x1non trivial guess, corrected with Lyapunov-Schmidt expansionpnew parameter valueampnon trivial zero of the normal form (not corrected)xm1non trivial guess for the parameterpm1pm1parameter valuebp.p - ds
BifurcationKit.predictor — Methodpredictor(bp, ds; verbose, ampfactor)
This function provides prediction for the zeros of the Pitchfork bifurcation point.
Arguments
bp::Pitchforkthe bifurcation pointdsat with distance relative to the bifurcation point do you want the prediction. Based on the criticality of the Pitchfork, its sign is enforced no matter what you pass. Basically the parameter isbp.p + abs(ds) * dsfactorwheredsfactor = ±1depending on the criticality.
Optional arguments
verbosedisplay informationampfactor = 1factor multiplying prediction
Returned values
x0trivial solution (which bifurcates)x1non trivial guesspnew parameter valuedsfactorfactor which has been multiplied toabs(ds)in order to select the correct side of the bifurcation point where the bifurcated branch exists.ampnon trivial zero of the normal form