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 - 4.5 Basis and Dimension - 4.5 Exercises - Page 188: 73

Answer

It can be proven by using Theorem 4.12

Work Step by Step

Suppose that $S=\left\{{v}_{1}, {v}_{2}, \cdots, {v}_{n}\right\}$ is a basis for $V$ and $c$ is a nonzero scalar. Since $S$ is a basis for $V$, $ V$ has dimension $n $. Since $S_{1}$ has $n$ vectors, then by Theorem 4.1, we have to prove that $S_1$ is independent set of vectors. So assume that $a_{1}, \cdots, a_{n}$ are scalars such that $a_{1}\left(c v_{1}\right)+a_{2}\left(c v_{2}\right)+\cdots+a_{n}\left(c v_{n}\right)=0$, then we get $$ \left(c a_{1}\right) v_{1}+\left(c a_{2}\right) v_{2}+\cdots+\left(c a_{n}\right) v_{n}=0 $$ Since $S$ is independent, we must have $$ c a_{1}=0, c a_{2}=0, \cdots, c a_{n}=0 $$ and since $c$ is not zero, these conditions imply that $$ a_{1}=0, a_{2}=0, \cdots, a_{n}=0 $$ Therefore $S_{1}$ is independent, hence a basis.
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