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: 15

Answer

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

Work Step by Step

To find LU factorization $\mathbf{A}=\begin{bmatrix}2&-4&4&-2\\6&-9&7&3\\-1&-4&8&0\end{bmatrix}$ Let's Reduce the rows of the matrix; Let $R_{2}=R_{2}-3R_{1}$ $R_{3}=R_{3}+\frac{R1}{2}$ =$\begin{bmatrix}2&-4&4&-2\\0&3&-5&3\\0&-6&10&-1\end{bmatrix}$, $K=(1,3,-\frac{1}{2})$ Let $R_{3}=R_{3}+2R_{2}$ =$\begin{bmatrix}2&-4&4&-2\\0&3&-5&3\\0&0&0&5\end{bmatrix}$,$K=(1,-2)$ Hence; $\mathbf{U}=\begin{bmatrix}2&-4&4&-2\\0&3&-5&3\\0&0&0&5\end{bmatrix}$ To find the matrix L we replace each column by its $K$ entry; $\mathbf{L}=\begin{bmatrix}1&0&0\\3&1&0\\-\frac{1}{2}&-2&1\end{bmatrix}$ Hence, $\mathbf{A}=\mathbf{LU}=\begin{bmatrix}1&0&0\\3&1&0\\-\frac{1}{2}&-2&1\end{bmatrix}\begin{bmatrix}2&-4&4&-2\\0&3&-5&3\\0&0&0&5\end{bmatrix}$
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