1 |
- |
Outline and introduction |
- |
2 |
- |
Review of Linear Algebra Concepts: Linear Spaces, Basis Vectors, Linear Transformations |
- |
3 |
- |
Mathematical Background (Fields, Vector Spaces, Matrices, Matrix inverse, Metric Spaces, Norms, Normed Spaces, Inner Products, Inner Product Spaces, Completeness). |
- |
4 |
- |
Mathematical Background (Fields, Vector Spaces, Matrices, Matrix inverse, Metric Spaces, Norms, Normed Spaces, Inner Products, Inner Product Spaces, Completeness). |
- |
5 |
- |
Linear system representations: Frequency domain, transfer functions and state space. Transformations between frequency domain and state space |
- |
6 |
- |
Linear Operators: Range and Null Spaces, Eigenvalues, Eigen vectors, Cayley-Hamilton Theorems |
- |
7 |
- |
Canonical Forms: Diagonal and Jordan Canonical forms. Various cases. |
- |
8 |
- |
MID-TERM EXAM |
- |
9 |
- |
Solution of linear dynamical systems equations. State Transition Matrix concept. |
- |
10 |
- |
Methods of derivation and computation of state transition matrices |
- |
11 |
- |
Connections to nonlinear systems, linearization, equilibrium concepts. |
- |
12 |
- |
Stability: Stability definitions, local stability, global stability, asymptotic stability, stability in the sense of Lyapunov, stability analysis of systems in frequency domain or state space. |
- |
13 |
- |
Controllability and Observability |
- |
14 |
- |
Controllable and Observable Canonical Forms. Controller and Observer Designs |
- |
15 |
- |
Issues associated with Controllability and Observability |
- |
16 |
- |
FINAL EXAM |
- |
17 |
- |
FINAL EXAM |
- |