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: 40

Answer

(a) The nullspace of $A $ consists of the vectors on the following form $$x= \left[\begin{aligned} x_{1}\\ x_{2}\\x_3\\x_4 \end{aligned}\right]= \left[\begin{aligned}2t\\5t\\t\\t \end{aligned}\right] =t\left[\begin{aligned}2 \\5\\1\\1 \end{aligned}\right]+t\left[\begin{aligned}-1\\-2 \\0\\1 \end{aligned}\right].$$ (b) The nullity is $1$. (c) The rank of $A$ is $3$. Since $A$ has $4$ columns, one can see that $$\text{rank}(A)+\text{nullity}(A)=3+1=4.$$

Work Step by Step

Given the matrix $$ A=\left[ \begin {array}{cccc} 1&0&-2&0\\ 4&-2&4&-2 \\ -2&0&1&3\end {array} \right] . $$ The reduced row echelon form is $$ \left[ \begin {array}{cccc} 1&0&0&-2\\ 0&1&0&-5 \\ 0&0&1&-1\end {array} \right] . $$ The corresponding system is $$ \begin{aligned} x_{1} -2x_4 &=0\\ x_{2} -5x_4 &=0\\ x_{3} - x_4 &=0 \end{aligned}. $$ The solution of the above system is $x_1= 2t$, $x_2=5t$,$x_3=t$, $x_4=t$. (a) The nullspace of $A $ consists of the vectors on the following form $$x= \left[\begin{aligned} x_{1}\\ x_{2}\\x_3\\x_4 \end{aligned}\right]= \left[\begin{aligned}2t\\5t\\t\\t \end{aligned}\right] =t\left[\begin{aligned}2 \\5\\1\\1 \end{aligned}\right]+t\left[\begin{aligned}-1\\-2 \\0\\1 \end{aligned}\right].$$ (b) The nullity is $1$. (c) The rank of $A$ is $3$. Since $A$ has $4$ columns, one can see that $$\text{rank}(A)+\text{nullity}(A)=3+1=4.$$
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