My writeup of the solutions to homework 1 may be found here.
Homework 2
Homework 2 may be downloaded here. It will be due on March 13, 2004.
Region of attraction
A brief write-up of the latter half of Tuesday’s lecture can be found here.
Existence and uniqueness for differential equations
A nice exposition of existence and uniqueness for differential equations, roughly paralleling what we have covered, can be found in this set of lecture notes.
Lecture notes from a previous semester
See here for lecture notes for the material we have covered in class from a previous semester of this class. Note that these notes are from a different instructor and so correspond only roughly to the our class sessions.
Homework 1
The first homework may be downloaded here. It will be due on Tuesday, Feb 18th.
Edit: The homework date above has been updated.
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:
- Mathematical background.
- Fundamental properties of dynamical systems: existence and uniqueness of solutions, continuous dependence on initial conditions and parameters, comparison principles.
- Stability analysis: Lyapunov stability of autonomous and nonautonomous systems, LaSalle’s invariance principle, converse Lyapunov theorems, stability of feedback systems, effects of perturbations.
- Systems with inputs and outputs: input-to-state stability and related notions, Lyapunov characterizations.
- Nonlinear control: control Lyapunov functions, universal formulas for feedback stabilization and disturbance attenuation.
- Advanced topics (time permitting): center manifold theorem, averaging, singular perturbations.
The syllabus may be downloaded here.
Some useful links:
- Lecture notes for a similar course at Berkeley.
- Lecture notes for a similar course at MIT.