Elementary Linear Algebra 7th Edition

Published by Cengage Learning
ISBN 10: 1-13311-087-8
ISBN 13: 978-1-13311-087-3

Chapter 4 - Vector Spaces - Review Exercises - Page 221: 37

Answer

(a) The nullspace of $Ax = 0 $ consists of the vectors on the following form $$x= \left[\begin{aligned} x_{1}\\ x_{2} \end{aligned}\right]= \left[\begin{aligned}\frac{8}{5}t\\t \end{aligned}\right]=t \left[\begin{aligned}\frac{8}{5}\\1 \end{aligned}\right] .$$ (b) The nullity is $1$. (c) The rank of $A$ is $1$. Since $A$ has two columns, one can see that $$\text{rank}(A)+\text{nullity}(A)=1+1=2.$$

Work Step by Step

Given the matrix $$ A=\left[ \begin {array}{cc} 5&-8\\ -10&16\end {array} \right] $$ The reduced row echelon form is $$ \left[ \begin {array}{cc} 1&-\frac{8}{5}\\ 0&0\end {array} \right] . $$ The corresponding system is $$ \begin{aligned} x_{1}-\frac{8}{5}x_{2} &=0\\ \end{aligned}. $$ The solution of the above system is $x_1= \frac{8}{5}t$,$x_2=t$. (a) The nullspace of $Ax = 0 $ consists of the vectors on the following form $$x= \left[\begin{aligned} x_{1}\\ x_{2} \end{aligned}\right]= \left[\begin{aligned}\frac{8}{5}t\\t \end{aligned}\right]=t \left[\begin{aligned}\frac{8}{5}\\1 \end{aligned}\right] .$$ (b) The nullity is $1$. (c) The rank of $A$ is $1$. Since $A$ has two columns, one can see that $$\text{rank}(A)+\text{nullity}(A)=1+1=2.$$
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