Linear Algebra and Its Applications (5th Edition)

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

Chapter 4 - Vector Spaces - 4.5 Exercises - Page 231: 13

Answer

We have two free variables $x_{3},x_{5}$. $\mathbf{dimension\,of\,Nul\,A\,is\,2}$ we have three pivotal columns, $\mathbf{dimension\,of\,Col\,A\,is \,3}$

Work Step by Step

We are required to determine the dimensions of Nul A and Col A for the given matrix. $\mathbf{A}=\begin{bmatrix}1& -6& 9& 0& -2&\\0& 1& 2& -4& 5\\0 &0 &0 &5&1\\0&0&0&0&0\end{bmatrix}$ Row reducing the augmented matrix to echelon form: $\mathbf{A}=\begin{bmatrix}1& -6& 9& 0& -2&\\0& 1& 2& -4& 5\\0 &0 &0 &5 &1\\0&0&0&0&0\end{bmatrix}\sim\begin{bmatrix}1& 0& 21& 0& \frac{164}{5}&0\\0& 1& 2& 0& \frac{29}{5}&0\\0 &0 &0 &1&\frac{1}{5}&0\\0&0&0&0&0&0\end{bmatrix}$ The dimension of Nul A is the number of free variables in the equation [Ax=0] We have two free variables $x_{3},x_{5}$. $\mathbf{dimension\,of\,Nul\,A\,is\,2}$ The dimension of Col A is the number of pivot columns in A. we have three pivotal columns, $\mathbf{dimension\,of\,Col\,A\,is \,3}$
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