Past exam of the mathematics course of the University of Cambridge 2021 ii Paper 1 32A b Solution Created 2026-09-24 Updated 2026-09-25
SetThe stated identity givesHence, along the system,Near the origin, is positive definite because for . The First Lyapunov theorem therefore gives stability.
Choose a sufficiently small compact invariant sublevel setOn we have . A trajectory can remain there only ifwhich occurs at . The choice excludes the two latter points, so the largest invariant subset of is the origin. LaSalle invariance principle now gives convergence to the origin. Thus, for every ,This is an instance of damped mechanical energy as a Lyapunov function.
Past exam of the mathematics course of the University of Cambridge 2023 ii Paper 2 33A b Solution Created 2026-09-24 Updated 2026-09-25
Put . The first-order system isAt an equilibrium point of a dynamical system, and , so the three fixed points are
DefineThen andMoreover,so is positive definite at the origin. It is therefore a damped mechanical energy as a Lyapunov function, and the First Lyapunov theorem proves that the origin is Lyapunov stable.
Since , choose a compact energy sublevel with . In this set, means . A trajectory can remain in only when , and the chosen sublevel excludes . Thus the largest invariant subset of is the origin. The LaSalle invariance principle proves that the origin is asymptotically stable.
Finally, is radially unbounded because its leading terms are . Every forward trajectory is therefore bounded. LaSalle's principle puts its omega-limit set insideAn omega-limit set of a bounded continuous trajectory is nonempty and connected. A connected subset of this three-point set is a singleton, so every trajectory has precisely one of the three fixed points as its omega-limit set.