Asymptotically stable if both |λ| < 1. The unit circle itself is neutral.
We are visualizing a parametrically driven small-angle oscillator, which can be interpreted as the linearized form of a vertically forced pendulum near an equilibrium. For small angular displacements, $\sin x \approx x$, giving the damped Mathieu Equation:
The coefficients define the physics of the system:
Stability Analysis: Because the system is periodic with period $T = \pi$, we use Floquet Theory. We numerically integrate the fundamental matrix over one period to find the Monodromy Matrix, $\Phi(\pi)$. The eigenvalues of this matrix are the Floquet Multipliers, $\lambda_1$ and $\lambda_2$.