but it is not easy to see from these expressions where the Hopf bifurcation occurs. Instead, we solve directly for the critical value of α at the Hopf point. At a Hopf bifurcation, a pair of eigenvalues has zero real part. Thus to obtain the Hopf point, we can set λ = ib, where b is real. If ib is an eigenvalue, we require