2.1. Derivation Stage 2

Suppose that you have N differential equations undergoing Hopf Bifurcation to stable oscillations and that these are globally, linearly coupled. Then we can write normal form coordinates for each oscillator.

where λ > 0. We now convert to polar co-ordinates by making the substitution zk = rk ek, giving;

From here we divide both sides by ek;