Instructor: Chandra R. Murthy (cmurthy at ece)
Class hours: MWF 9.30-11am, Room L1 in the Central Lecture Hall Complex (near the GATE office).
TAs: Ranjitha Prasad and Abhay Sharma
TA Hours: TBD
Textbooks:
1. Horn and Johnson, Matrix Analysis, Cambridge University Press
2. David Lewis, Matrix Theory, Allied Publishers
3. Golub and Van Loan, Matrix Computations, 3rd Ed., John Hopkins University Press
4. Strang, Linear Algebra and its Application, 3rd Ed., Harcourth Brace Jovanovich Pubs.
| S. No. | Topic | Num. Lectures |
|---|---|---|
| 1 | Background and review | 3 |
| 2 | Eigenvalues and eigenvectors | 5 |
| 3 | Singular value decomposition | 3 |
| 4 | The quadratic form, error analysis | 4 |
| 5 | Gaussian elimination and LU factorization | 5 |
| 6 | The full-rank least-squares problem | 3 |
| 7 | Rank deficient LS, generalized pseudoinverses, PCA, QR factorization | 6 |
| 8 | Toeplitz and related systems | 2 |
| Total | 31 |
Midterm 1: Sep. 28, 2011, in class: 30%. For the solution, click here.
Final: Dec. 02, 2011, 9.30am - 12.30pm: 50%
Homeworks: due two weeks after the date they are assigned, in class: 20%
Notes:
Homeworks are posted here.