Solution

ID: past-exam-of-the-mathematics-course-of-the-university-of-cambridge/2011/ii/paper-4/14c/i/solution

The First Lyapunov theorem states that for a locally Lipschitz autonomous system with equilibrium zero, if a function is positive definite near zero and , then the equilibrium is Lyapunov stable. To prove it, choose a small sphere inside that neighborhood. Compactness and positivity give . Continuity at zero gives a smaller ball where . Since cannot increase along a trajectory, a trajectory starting there cannot first cross the sphere where . It stays within the sphere for all future time, with continuation justified by confinement in a compact subset of the vector field's domain. This proves stability for every sufficiently small .
The LaSalle invariance principle states that on a compact positively invariant set on which , every trajectory approaches the largest invariant subset of . If that subset is just the equilibrium, the trapping and stability argument proves asymptotic stability.
For example take , and . Then , which is not strictly negative on the punctured plane. Nevertheless its sublevel discs are compact and invariant, and a trajectory confined to must have , hence . LaSalle gives asymptotic stability despite the non-strict orbital derivative of this particular energy function.
The printed phrase about nonexistence of a strict Lyapunov function must be understood as a limitation of the chosen candidate. In this example a strict function actually exists:
More generally the converse Lyapunov theorem supplies local strict functions for asymptotically stable sufficiently smooth systems. LaSalle avoids having to find such a function; it does not show that none exists.

New to topics? Read the docs here!