Course Information

This is the website of ECE 528/GE520/ME 546, Analysis of Nonlinear Systems.

Course material, such as homeworks, relevant links, and occasional lecture notes will be posted here.

We will cover the following material:

  1. Mathematical background.
  2. Fundamental properties of dynamical systems: existence and uniqueness of solutions, continuous dependence on initial conditions and parameters, comparison principles.
  3. Stability analysis: Lyapunov stability of autonomous and nonautonomous systems, LaSalle’s invariance principle, converse Lyapunov theorems, stability of feedback systems, effects of perturbations.
  4. Systems with inputs and outputs: input-to-state stability and related notions, Lyapunov characterizations.
  5. Nonlinear control: control Lyapunov functions, universal formulas for feedback stabilization and disturbance attenuation.
  6. Advanced topics (time permitting): center manifold theorem, averaging, singular perturbations.

The syllabus may be downloaded here.

Some useful links: