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 - 6.3 The Kernel and Range of a Linear Transformation - Problems - Page 406: 11

Answer

See below

Work Step by Step

Let $x=(x,y)\in R^2$ We have: $T(x)=ax\rightarrow T(x,y)=\begin{bmatrix} 0 & -\frac{2}{3} & \frac{1}{3} \\ \frac{3}{2} & -1 & 1\\ -\frac{1}{4} & \frac{2}{5} & -\frac{2}{5}\\ -\frac{1}{4} & \frac{17}{15} & \frac{8}{15} \end{bmatrix}\begin{bmatrix} x\\ y\\z \end{bmatrix}=(-\frac{2}{3} x+\frac{1}{3}z,\frac{3}{2} x-y+z,-\frac{1}{4} x+\frac{2}{5} y-\frac{2}{5} z,-\frac{1}{4}x +\frac{17}{15} y+\frac{8}{15} z)$ Obtain: $Ker (T)=\{x \in R^3: T(x)=0\}\\ =\{(x,y,z)\in R^3: T(x,y,z)=(0,0)\\ =\{(x,y,z)\in R^3:(-\frac{2}{3} x+\frac{1}{3}z,\frac{3}{2} x-y+z,-\frac{1}{4} x+\frac{2}{5} y-\frac{2}{5} z,-\frac{1}{4}x +\frac{17}{15} y+\frac{8}{15} z)=(0,0,0,0)$ We have the system: $-\frac{2}{3}y+\frac{1}{3}z=0\\ \frac{3}{2}x-y+z=0\\ -\frac{1}{4}x+\frac{2}{5}y-\frac{2}{5}z=0\\ -\frac{1}{4}x+\frac{17}{15}y+\frac{8}{15}z=0\\ \rightarrow x=\frac{-2}{3}y\\ z=2y\\ y=0\\ \rightarrow x=y=z=0$ Thus, $Ker (T)=\{(0,0,0)\}\\ \rightarrow \dim [Ker (T)]=0$ Apply Rank Nullity Theorem: $\dim [Ker (T)]+\dim [Rng(T)]=\dim R^3\\ 0+\dim [Rng(T)]=3\\ \dim [Rng(T)]=3$ Then, $Rng(T)= span\{(0,\frac{3}{2},-\frac{1}{4},-\frac{1}{4});(-\frac{2}{3},-1,\frac{2}{5},\frac{17}{15});(\frac{1}{3},1,-\frac{2}{5},\frac{8}{15})$
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