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: 27

Answer

(a) $S$ spans $R^3$. (b) $S$ is linearly independent set of vectors. (c) $W$ is a basis for $R^3$.

Work Step by Step

Let $S$ be given by $$S=\{(1,-5,4),(11,6,-1),(2,3,5)\}.$$ (a) Consider $u\in R^3$ such that $$u=(x,y,z)=a(1,-5,4)+b(11,6,-1)+c(2,3,5), \quad a,b,c\in R.$$ Which yields the following system of equations \begin{align*} a+11b+2c&=x\\ -5a+6b+3c&=y\\ 4a-b+5c&=z. \end{align*} The coefficient matrix $$\left[ \begin {array}{ccc} 1&11&1\\ -5&6&3\\ 4&-1&5\end {array} \right] $$ has non zero determinant and hence there exist a unique solution for the above system and hence one can calculate $a,b,c$. Therefore, $S$ spans $R^3$. (b) Assume that $$a(1,-5,4)+b(11,6,-1)+c(2,3,5)=(0,0,0), \quad a,b,c\in R.$$ Which yields the following system of equations \begin{align*} a+11b+2c&=0\\ -5a+6b+3c&=0\\ 4a-b+5c&=0. \end{align*} The coefficient matrix $$\left[ \begin {array}{ccc} 1&11&1\\5&6&3\\ 4&-1&5\end {array} \right] $$ has non zero determinant and hence there exist a unique solution for the above system, that is, the trivial solution $a=0,b=0,c=0$. Hence $S$ is linearly independent set of vectors. (c) Since $W$ is linearly independent set and spans $R^3$, then it is a basis for $R^3$.
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