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 301: 53

Answer

$T$ is a linear transformation.

Work Step by Step

$T$ is said to be a linear transformation, if for all $v,w$ in the given domain and for all scalars $a$, $T(av+w)=aT(v)+T(w)$ Let $A_1$, $A_2$ be two arbitrary elements of the domain $M_{n,n}$ and $a$ be any scalar. Then, $T(aA_1+A_2)=(aA_1+A_2)B\\ =aA_1B+A_2B\\ =a(A_1B)+(A_2B)\\ =aT(A_1)+T(A_2)$ Since, $A_1,A_2$ and $a$ are arbitrary, $T$ is a linear transformation.
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