Normal form of the Bautin bifurcation
We follow the paper[Kuznetsov] and consider a Cauchy problem
\[\dot x=\mathbf F(x,p).\]
We denote by $\mathbf L$ the jacobian of $\mathbf F$ at the bifurcation point $(x_0,p_0)$. We choose a basis such that:
\[\mathbf L q=i \omega_{0} q, \quad \mathbf L^{T} p=-i \omega_{0} p, \quad \langle p, q\rangle=1.\]
Under some conditions, $x(t)\approx x_0+2\Re w(t)q$ where $w$ satisfies the normal form:
\[\dot{w}=i \omega_{0} w+\frac{1}{2} G_{21} w|w|^{2}+\frac{1}{12} G_{32} w|w|^{4}+O\left(|w|^{6}\right).\tag{E}\]
The second Lyapunov coefficient is
\[l_2:=\frac{1}{12} \operatorname{Re} G_{32}.\]
Normal form computation
The normal form (E) can be automatically computed as follows
getNormalForm(br::ContResult, ind_bif::Int ; verbose = false, ζs = nothing, lens = br.param_lens)
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 getNormalForm
. The result returns the following:
mutable struct Bautin{Tv, Tpar, Tlens, Tevr, Tevl, Tnf} <: AbstractBifurcationPoint
"Bautin point"
x0::Tv
"Parameters used by the vector field."
params::Tpar
"Parameter axis used to compute the branch on which this Bautin point was detected."
lens::Tlens
"Right eigenvectors"
ζ::Tevr
"Left eigenvectors"
ζstar::Tevl
"Normal form coefficients"
nf::Tnf
"Type of Bautin bifurcation"
type::Symbol
end
You should not need to call getNormalForm
except if you need the full information about the branch point.
References
- Kuznetsov
Kuznetsov, Yu. A. “Numerical Normalization Techniques for All Codim 2 Bifurcations of Equilibria in ODE’s.” SIAM Journal on Numerical Analysis 36, no. 4 (January 1, 1999): 1104–24. https://doi.org/10.1137/S0036142998335005.