Course Contents |
Normal matrices, Hernitian matrices, Positive definite matrices, Schur Decomposition, Quadratic form, Rayleigh quotient, Nonnegative matrices, the QR algorithm, Generalized inverses. |
Weekly Course Content |
Week |
Subject |
Learning Activities and Teaching Methods |
1 |
Normal matrices, Hermit matrices, Real symmetric matrices |
Teaching topic and applications |
2 |
Definete matrices, Tests for positive definiteness matrices, Square roots of matrices, Cholesky decomposition |
Teaching topic and applications |
3 |
Unitary matrices, Schur decomposition,Elementary reflectors, Summary of similarity transformations |
Teaching topic and applications |
4 |
Quadratic form,Diagonal form |
Teaching topic and applications |
5 |
Congruence,Inertia, Rayleigh quotient |
Teaching topic and applications |
6 |
Nonnegative and positive matrices, Irreducible matrices |
Teaching topic and applications |
7 |
Primitive matrices, Stochastic matrices, Finite Markov chains |
Teaching topic and applications |
8 |
mid-term exam |
|
9 |
Circulant matrices, Band matrices, |
Teaching topic and applications |
10 |
Tridiagonal matrices, Hessenberg form |
Teaching topic and applications |
11 |
Numerical methods, The power method, The inverse power method |
Teaching topic and applications |
12 |
The Shifted inverse power method, Gerschgorin's theorem |
Teaching topic and applications |
13 |
The modified Gram-Schmidt process, QR decomposition, The QR algorithm, Accelerating convergence |
Teaching topic and applications |
14 |
Properties, A formula for generalized inverses, Singular-value decomposition |
Teaching topic and applications |
15 |
A stable formula for the generalized inverse , Least squares solutions |
Teaching topic and applications |
16 |
final exam |
|
Recommend Course Book / Supplementary Book/Reading |
1 |
Matris işlemleri, R.Bronson, Çeviri Editörü: H.H.Hacısalihoğlu, Schaum's outlines,Nobel yayın dağıtım,1989. |
Required Course instruments and materials |
The lecture books |