Differential Equations and Linear Algebra (4th Edition)

Published by Pearson
ISBN 10: 0-32196-467-5
ISBN 13: 978-0-32196-467-0

Chapter 6 - Linear Transformations - 6.1 Definition of a Linear Transformation - Problems - Page 390: 28

Answer

$A=T(e_2,e_3,e_4)=\begin{bmatrix} 3 & 2 & -6 & 3\\ -2 & 3 & -1 & 2 \end{bmatrix}$

Work Step by Step

We are given: $T(1,0,0,0)=(3,-2) \\ T(1,1,0,0)=(5,1) \\ T(1,1,1,0)=(-1,0)\\ T(1,1,1,1)=(2,2)$ The standard basis vectors in $R^2$ are: $e_2=(0,1,0,0)=-1(1,0,0,0)+1(1,1,0,0)+0(1,1,1,0)+0(1,1,1,1) \\ e_3=(0,0,1,0)=0(1,0,0,0)+(-1)(1,1,0,0)+1(1,1,1,0)+0(1,1,1,1)\\ e_4=(0,0,0,1)=0(1,0,0,0)+0(1,1,0,0)+(-1)(1,1,1,0)+1(1,1,1,1)$ Consequently, $T(e_2)=T(0,1,0,0)=T((-1)(1,0,0,0)+1(1,1,0,0)+0(1,1,1,0)+0(1,1,1,1)) \\ =-T(1,0,0,0)+T(1,1,0,0)+0T(1,1,1,0)+0T(1,1,1,1)\\ =-1(3,-2)+1(5,1)+0(-1,0)+0(2,2) \\ =(-3,2)+(5,1)\\ =(2,3)$ $T(e_3)=T(0,1,0,0)=T(0(1,0,0,0)+(-1)(1,1,0,0)+1(1,1,1,0)+0(1,1,1,1)) \\ =0T(1,0,0,0)+(-T)(1,1,0,0)+T(1,1,1,0)+0T(1,1,1,1)\\ =0(3,-2)+(-1)(5,1)+1(-1,0)+0(2,2) \\ =(-5,-1)+(-1,0)\\ =(-6,-1)$ $T(e_4)=T(0,0,0,1)=T(0(1,0,0,0)+0(1,1,0,0)+(-1)(1,1,1,0)+1(1,1,1,1)) \\ =0T(1,0,0,0)+0T(1,1,0,0)+(-T)(1,1,1,0)+T(1,1,1,1)\\ =0(3,-2)+0(5,1)+(-1)(-1,0)+1(2,2) \\ =(1,0)+(2,2)\\ =(3,2)$ The matrix of the given transformation is: $A=T(e_2,e_3,e_4)=\begin{bmatrix} 3 & 2 & -6 & 3\\ -2 & 3 & -1 & 2 \end{bmatrix}$
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