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 405: 4

Answer

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Work Step by Step

Let $x=(x,y)\in R^2$ We have: $T(x)=ax\rightarrow T(x,y)=\begin{bmatrix} 1 & -1 & 0\\ 0 & 1 & 2 \\ 2 & -1 & 1 \end{bmatrix}\begin{bmatrix} x\\ y \\ z\end{bmatrix}=(x-y,y+2z,2x-y+z)$ Obtain: $Ker (T)=\{x \in R^3: T(x)=0\}\\ =\{(x,y,z)\in R^2: T(x,y,z)=(0,0,0)\\ =\{(x,y,z)\in R^2:(x-y,y+2z,2x-y+z)=(0,0,0)$ We have the system: $x-y=0\\ y+2z=0\\ 2x-y+z=0 \rightarrow x=y=0\\ \rightarrow z=-\frac{1}{2}y=0\rightarrow z=0$ Thus, $Ker (T)=\{(0,0,0)\}\\ \rightarrow \dim [Ker (T)]=0$ $Ker(T)$ is the origin $(0,0,0)$ Then, $Rng(T)=\{T(x):x \in R^3\}\\ =\{T(x,y,z):x,y,z \in R\}\\ =\{(x-y,y+2z,2x-y+z):x,y,z \in R\} =\{ x(1,0,2)+y(-1,1,-1)+z(0,2,1): x,y,z \in R\} =span \{(1,0,2);(-1,1,-1);(0,2,1)\}$ Find a basic for $Rng(T)$ $\begin{bmatrix} 1 & -1 & 0\\ 0 & 1 & 2 \\ 2 & -1 & 1 \end{bmatrix}\approx\begin{bmatrix} 1 & 0 & 2\\ -1 & 1 & -1 \\ 0 & 2 & 1 \end{bmatrix}\approx \begin{bmatrix} 1 & 0 & 2\\ 0 & 1 & 1 \\ 0 & 0 & -1 \end{bmatrix}\approx \begin{bmatrix} 1 & 0& 0\\ 0 & 1 & 0 \\ 0 & 0 & -1 \end{bmatrix} \approx \begin{bmatrix} 1 & 0 & 0\\ 0 & 1 & 0 \\ 0 & 0 & 1 \end{bmatrix}$ Hence, we have $\{(1,0,0);(0,1,0);(0,0,1)\}$ is a basic for $Rng(T)$ $\rightarrow Rng(T)=R^3\\ \rightarrow \dim [Rng(T)]=3$ Thus, $Rng(T)$ is a whole 3 dimensional space. Verify a Rank Nullity Theorem: $\dim [Ker (T)]+\dim[Rng(T)]=0+3=3=\dim R^3$
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