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 - 4.6 Rank of a Matrix and Systems of Linear Equations - 4.6 Exercises - Page 200: 45

Answer

(a) A basis for the solution space is $$ \left[\begin{aligned}\frac{4}{3} \\-\frac{3}{2} \\-1\\1 \end{aligned}\right] .$$ (b) The dimension of the solution space is $1$.

Work Step by Step

The coefficient matrix is given by $$ \left[ \begin {array}{cccc} 9&-4&-2&-20\\ 12&-6&-4& -29\\ 3&-2&0&-7\\ 3&-2&-1&-8 \end {array} \right] . $$ The reduced row echelon form is $$ \left[ \begin {array}{cccc} 1&0&0&-\frac{4}{3}\\ 0&1&0&\frac{3}{2} \\ 0&0&1&1\\ 0&0&0&0\end {array} \right] . $$ The corresponding system is $$ \begin{aligned} x_1 - \frac{4}{3}x_4&=0\\ x_2+\frac{3}{2}x_4&=0\\ x_3+x_4&=0\\ \end{aligned}. $$ The solution of the above system is $x_1=\frac{4}{3}t$,$x_2=-\frac{3}{2}t$,$x_3=-t$, $x_4=t$. This means that the solution space of $Ax = 0 $ consists of the vectors on the form $$x= \left[\begin{aligned} x_1\\ x_2\\x_3\\x_4 \end{aligned}\right]= \left[\begin{aligned}\frac{4}{3}t\\-\frac{3}{2}t\\-t\\t \end{aligned}\right] = t\left[\begin{aligned}\frac{4}{3} \\-\frac{3}{2} \\-1\\1 \end{aligned}\right] .$$ (a) A basis for the solution space is $$ \left[\begin{aligned}\frac{4}{3} \\-\frac{3}{2} \\-1\\1 \end{aligned}\right] .$$ (b) The dimension of the solution space is $1$.
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