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: 10

Answer

The LU factorization: $\mathbf{A}=\mathbf{L}\mathbf{U}=\begin{bmatrix}1&0&0\\-2&1&0\\-3&-5&1\end{bmatrix}\begin{bmatrix}-5&3&4\\0&-2&-1\\0&0&9\end{bmatrix}$

Work Step by Step

To find an LU factorization of the matrix $\mathbf{A}=\begin{bmatrix}-5&3&4\\10&-8&-9\\15&1&2\end{bmatrix}$ Lets Reduce the rows of the matrix; Let $R_{2}=R_{2}+2R_{1}$ $\mathbf{A}=\begin{bmatrix}-5&3&4\\0&-2&-1\\15&1&2\end{bmatrix}$ Let $R_{3}=R_{3}+3R_{1}$ $\mathbf{A}=\begin{bmatrix}-5&3&4\\0&-2&-1\\0&10&14\end{bmatrix}$ Let $R_{3}=R_{3}+5R_{2}$ $\mathbf{A}=\begin{bmatrix}-5&3&4\\0&-2&-1\\0&0&9\end{bmatrix}$ Hence, $\mathbf{U}=\begin{bmatrix}-5&3&4\\0&-2&-1\\0&0&9\end{bmatrix}$ To find the matrix L we diivide each column by its pivot entry; $\mathbf{L}=\begin{bmatrix}\frac{-5}{-5}&0&0\\\frac{10}{-5}&\frac{-2}{-2}&0\\\frac{15}{-5}&\frac{10}{-2}&\frac{9}{9}\end{bmatrix}=\begin{bmatrix}1&0&0\\-2&1&0\\-3&-5&1\end{bmatrix}$ $\mathbf{A}=\mathbf{L}\mathbf{U}=\begin{bmatrix}1&0&0\\-2&1&0\\-3&-5&1\end{bmatrix}\begin{bmatrix}-5&3&4\\0&-2&-1\\0&0&9\end{bmatrix}$
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