SciCom4031
Scientific Computing
Course Materials
Grading:
Projects/Programming Assignments: Quizzes, Class Participation and Attendance:
Midterms: Midterm Date: Final:
Text Books:
1- G.H. Golub, and C.F. Van Loan, Matrix Computations, 4rd Edition, Johns Hopkins University Press, 2013.
2- J. Demmel, Applied Numerical Linear Algebra, SIAM, 1997.
3- L.N. Trefthen, and lll.D. Bau, Numerical Linear Algebra, SIAM, 1997.
4- G.W. Stewart, Matrix Algorithms, Volume I: Basic Decompositions, SIAM, 1998.
5- John R. Rice, Matrix Computations and Mathematical Software, 1981.
6- D. Bindel, J. Goodman, Principles of scientific computing, manuscript, 2009.
7- E. Babolian, Numerical Analysis, Payam e Noor, university.
- Course Outlines, Lesson_Plans
- Numerical Analysis
- Mathematical Preliminaries and Errors Analysis
- Solutions of Nonlinear Equations
- Interpolation and Curve Fitting
- Numerical Differentiation
- Numerical Integration
- Matrix Computation
- Systems of Linear Equations
- Vector and Matrix Norms
- Four Fundamental Space
- Gaussian Elimination Code
- LU Decomposition LU_WithoutPivoting(code) PartialPivoting(code) CompletePivoting(code)
- QR Decomposition Householder Matrix and QR Factorization
- LLSP LLSP
- Iterative Method Iterative Method
Course Information
Lecture Notes
