| 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 |
- |
Solution of linear dynamical systems equations. State Transition Matrix concept. |
- |
| 9 |
- |
Methods of derivation and computation of state transition matrices |
- |
| 10 |
- |
MID-TERM EXAM |
- |
| 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 |
- |