Linear Algebra and Its Applications (5th Edition)

Published by Pearson
ISBN 10: 032198238X
ISBN 13: 978-0-32198-238-4

Chapter 2 - Matrix Algebra - 2.5 Exercises - Page 132: 12

Answer

The LU factorization: $\mathbf{A}=\mathbf{LU}=\begin{bmatrix}1&0&0\\\frac{1}{2}&1&0\\-3&-2&0\end{bmatrix}\begin{bmatrix}2&-4&2\\0&7&-5\\0&0&0\end{bmatrix}$

Work Step by Step

To find LU factorization of the matrix $\mathbf{A}=\begin{bmatrix}2&-4&2\\1&5&-4\\-6&-2&4\end{bmatrix}$ Let's Reduce the rows of the matrix; Let $R_{2}=R_{2}-\frac{R_{1}}{2}$ =$\begin{bmatrix}2&-4&2\\0&7&-5\\-6&-2&4\end{bmatrix}$ Let $R_{3}=R_{3}+3R_{1}$ =$\begin{bmatrix}2&-4&2\\0&7&-5\\0&-14&10\end{bmatrix}$ Let $R_{2}=R_{3}-2R_{2}$ =$\begin{bmatrix}2&-4&2\\0&7&-5\\0&0&0\end{bmatrix}$ Hence; $\mathbf{U}=\begin{bmatrix}2&-4&2\\0&7&-5\\0&0&0\end{bmatrix}$ To find the matrix L we divide each column by its pivot entry; $\mathbf{L}=\begin{bmatrix}\frac{2}{2}&0&0\\\frac{1}{2}&\frac{7}{7}&0\\-\frac{6}{2}&-\frac{14}{7}&0\end{bmatrix}=\begin{bmatrix}1&0&0\\\frac{1}{2}&1&0\\-3&-2&0\end{bmatrix}$ Hence, $\mathbf{A}=\mathbf{LU}=\begin{bmatrix}1&0&0\\\frac{1}{2}&1&0\\-3&-2&0\end{bmatrix}\begin{bmatrix}2&-4&2\\0&7&-5\\0&0&0\end{bmatrix}$
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