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: 41

Answer

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

Work Step by Step

Given the matrix $$ A=\left[ \begin {array}{ccc} 1&3&2\\ 4&-1&-18 \\ -1&3&10\\ 1&2&0\end {array} \right] . $$ The reduced row echelon form is $$ \left[ \begin {array}{ccc} 1&0&-4\\ 0&1&2 \\ 0&0&0\\ 0&0&0\end {array} \right] . $$ The corresponding system is $$ \begin{aligned} x_{1} -4x_3 &=0\\ x_{2} +2x_3 &=0\\ \end{aligned}. $$ The solution of the above system is $x_1= 4t$, $x_2=-2t$,$x_3=t$. (a) The nullspace of $A $ consists of the vectors on the following form $$x= \left[\begin{aligned} x_{1}\\ x_{2}\\x_3 \end{aligned}\right]= \left[\begin{aligned}4t\\-2t\\t \end{aligned}\right] =t\left[\begin{aligned}4 \\-2\\1 \end{aligned}\right] .$$ (b) The nullity is $1$. (c) The rank of $A$ is $2$. Since $A$ has $3$ columns, one can see that $$\text{rank}(A)+\text{nullity}(A)=2+1=3.$$
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