S. Schecter, RATE OF CONVERGENCE OF NUMERICAL APPROXIMATIONS TO HOMOCLINIC BIFURCATION POINTS, IMA journal of numerical analysis, 15(1), 1995, pp. 23-60
For x = f(x, lambda), x is an element of R(n), lambda is an element of
R, having a hyperbolic or semihyperbolic equilibrium p(lambda), we st
udy the numerical approximation of parameter values lambda at which t
here is an orbit homoclinic to p(A). We approximate lambda by solving
a finite-interval boundary value problem on J = [T--, T-+], T-- < 0 <
T-+, with boundary conditions that say x(T--) and x(T-+) are in appro
ximations to appropriate invariant manifolds of p(lambda). A phase con
dition is also necessary to make the solution unique. Using a lemma of
Xiao-Biao Lin, we improve, for certain phase conditions, existing est
imates on the rate of convergence of the computed homoclinic bifurcati
on parameter value lambda(j) to the true value lambda. The estimates
we obtain agree with the rates of convergence observed in numerical ex
periments. Unfortunately, the phase condition most commonly used in nu
merical work is not covered by our results.