Systems of Linear Equations on MATLAB-Machine Learning-Lecture Handout, Exercises for Machine Learning. Pakistan Institute of Engineering and Applied Sciences, Islamabad (PIEAS)

Machine Learning

Description: This lecture notes was distributed for Machine Learning course by Pakistan Institute of Engineering and Applied Sciences, Islamabad (PIEAS). Its main points are: Systems, Linear, Equations, MATLAB, Implementation, Residuals, Elementary, Elimination, Matrices, Gaussian
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Dr. Hanif Durad 2
Lecture Outline (1/2)
Calculating Small Residuals
Forward-substitution for lower triangular system
Lx = b
Back-substitution for upper triangular system
Ux = b
Elementary Elimination Matrices
Gaussian Elimination
Finding Permutation Matrix
Dr. Hanif Durad 3
Lecture Outline (2/2)
Gaussian Elimination with Partial Pivoting
Gaussian Jordan Elimination with Partial
Pivoting
Crout’s Decomposition
Cholesky’s Decomposition
Tridiagonal Decomposition
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University: Pakistan Institute of Engineering and Applied Sciences, Islamabad (PIEAS)
Upload date: 19/07/2012
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