Table of Contents

E2 212: Matrix Theory

Logistics

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.

Syllabus:

S. No. Topic Num. Lectures
1Background and review 3
2Eigenvalues and eigenvectors 5
3Singular value decomposition 3
4The quadratic form, error analysis 4
5Gaussian elimination and LU factorization 5
6The full-rank least-squares problem 3
7Rank deficient LS, generalized pseudoinverses, PCA, QR factorization 6
8Toeplitz and related systems 2
Total 31

Grading

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

Homeworks are posted here.

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