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 - 6.3 Matrices for Linear Transformations - 6.3 Exercises - Page 322: 34

Answer

$T$ is invertible and $T^{-1}(x,y)=\left[ {\begin{array}{*{20}{c}} { \frac{x}{2}+\frac{y}{2}\\\frac{x}{2}- \frac{y}{2}} \end{array}} \right]$

Work Step by Step

a) Take the standard basis for $R^2,$ which is $\{(1,0),(0,1)\}=\{e_1,e_2\}$ We are given $T(x,y)=(x+y,x-y)$ Then, we have $T(1,0)=(1,1)\\ T(0,1)=(1,-1)$ Therefore, the matrix corresponding to the linear transformation $T$ is given by: $A=[T(e_1)$ $T(e_2)]$ $=\left[ {\begin{array}{*{20}{c}} { 1}&1\\ 1&{ -1} \end{array}} \right]$ Since $A$ is invertible, then $T$ is invertible. Therefore the matrix corresponding to the linear transformation $T^{-1}$ is given by: $A^{-1}=\left[ {\begin{array}{*{20}{c}} { \frac{1}{2}}&\frac{1}{2}\\ \frac{1}{2}&{ -\frac{1}{2}} \end{array}} \right]$ Hence, the linear transformation $T^{-1}$ is defined as: $T^{-1}(x,y)=A^{-1}(x,y)$ $=\left[ {\begin{array}{*{20}{c}} { \frac{1}{2}}&\frac{1}{2}\\ \frac{1}{2}&{ -\frac{1}{2}} \end{array}} \right]\left[ {\begin{array}{*{20}{c}} { x\\ y} \end{array}} \right]=\left[ {\begin{array}{*{20}{c}} { \frac{x}{2}+\frac{y}{2}\\\frac{x}{2}- \frac{y}{2}} \end{array}} \right]$
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