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: 11

Answer

a) The matrix corresponding to the linear transformation $T$ is given by: $A=[T(e_1)$ $T(e_2)]$ $=\left[ {\begin{array}{*{20}{c}} { - 1}&0\\ 0&{ - 1} \end{array}} \right]$ b) The image of $v=\left[ {\begin{array}{*{20}{c}} 3\\ 4 \end{array}} \right]$ is $\begin{array}{l} T(v) = Av\\ \Rightarrow T\left[ {\begin{array}{*{20}{c}} 3\\ 4 \end{array}} \right] = \left[ {\begin{array}{*{20}{c}} { - 1}&0\\ 0&{ - 1} \end{array}} \right]\left[ {\begin{array}{*{20}{c}} 3\\ 4 \end{array}} \right] = \left[ {\begin{array}{*{20}{c}} { - 3}\\ { - 4} \end{array}} \right] \end{array}$ c) See image.

Work Step by Step

a) Take the standard basis for $R^2,$ which is $\{(1,0),(0,1)\}=\{e_1,e_2\}$ Given $T(x,y)=(-x,-y)$ Then, $T(1,0)=(-1,0)\\ T(0,1)=(0,-1)$ Therefore, the matrix corresponding to the linear transformation $T$ is given by: $A=[T(e_1)$ $T(e_2)]$ $=\left[ {\begin{array}{*{20}{c}} { - 1}&0\\ 0&{ - 1} \end{array}} \right]$ b) Hence, the image of $v=\left[ {\begin{array}{*{20}{c}} 3\\ 4 \end{array}} \right]$ is $\begin{array}{l} T(v) = Av\\ \Rightarrow T\left[ {\begin{array}{*{20}{c}} 3\\ 4 \end{array}} \right] = \left[ {\begin{array}{*{20}{c}} { - 1}&0\\ 0&{ - 1} \end{array}} \right]\left[ {\begin{array}{*{20}{c}} 3\\ 4 \end{array}} \right] = \left[ {\begin{array}{*{20}{c}} { - 3}\\ { - 4} \end{array}} \right] \end{array}$ c) See below.
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