Elementary Linear Algebra 7th Edition

Published by Cengage Learning
ISBN 10: 1-13311-087-8
ISBN 13: 978-1-13311-087-3

Chapter 6 - Linear Transformations - 6.1 Introduction to Linear Transformations - 6.1 Exercises - Page 300: 11

Answer

$T$ is a linear transformation.

Work Step by Step

A linear transformation is said to be linear if $T(av+w)=aT(v)+T(w)$, for all $v,w$ in the given domain and for all scalars $a$. Since the domain is $R^3$, take $v=(x_1,y_1,z_1)$ and let $w=(x_2,y_2,z_2)$ be arbitrary elements in $R^3$ and $a$ be any scalar. $T(a(x_1,y_1,z_1)+(x_2,y_2,z_2))=T((ax_1,ay_1,az_1)+(x_2,y_2,z_2))$ $T(ax_1+x_2,ay_1+y_2,az_1+z_2))$ $=((ax_1+x_2)+(ay_1+y_2),(ax_1+x_2)-(ay_1+y_2),az_1+z_2)$ $=(ax_1+ay_1,ax_1-ay_1,az_1)+(x_2+y_2,x_2-y_2,z_2)$ $=a(x_1+y_1,x_1-y_1,z_1)+(x_2+y_2,x_2-y_2,z_2)$ $=aT(x_1,y_1,z_1)+T(x_2,y_2,z_2)$ $=aT(v)+T(w)$ Thus, $v$ and $w$ are arbitrary. $T(av+w)=aT(v)+T(w)$, for all $v,w$ in $R^3$ and for all scalars $a$. Hence, $T$ is a linear transformation.
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