EE 507 - Computational Techniques for Engineers

MATLAB files

• matrix ordering: data_reordering_chol.mat

Lecture notes

Part I: JSS

Acknowledgement: These handouts are mostly from EE103 lecture notes written by Prof. Lieven Vandenberghe, UCLA.

1. Mathematics Preliminaries
2. Computer Arithmetic
3. Solution of Nonlinear Equations
4. Theory on System of Linear Equations
5. Complexity of matrix algorithms
6. Cholesky Factorization
7. LU Factorization
8. Problem condition and numerical stability
9. Iterative methods for solving large linear systems

Part II: SAR

1. Approximating Functions
2. Numerical Differentiation and Integration
3. Numerical Solution of ODEs

Course Information

Lectures:

EE 404, TUTH 9:30-11 am

Instructors:

• Part I: Jitkomut Songsiri (JSS)
• Part II: Assist. Prof. Suchin Arunsawatwong (SAR)

Course Syllabus:  

• English

Textbooks:

• 10. 6. Epperson, An Introduction to Numerical Methods and Analysis, John Wiley & Sons, 2002
• 4. Kincaid and W. Cheney, Numerical Analysis, 3rd Edition, Brooks/Cole Publishing, 2002
• 11. 5. Atkinson, An Introduction to Numerical Analysis, 2nd Edition, John Wiley & Sons, 1989
• 18. Burden and J. D. Faires (2001). Numerical Analysis, 7th Edition, Brooks/Cole Publishing, 2001

Grading:Homework 20% Midterm 40% Final 40% Material:MATLAB Tutorial