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: 5

Answer

See below

Work Step by Step

Let $x=(x,y,z)\in R^3$ We have: $T(x)=ax\rightarrow T(x,y)=\begin{bmatrix} 1 & -2 & 1\\ 2 & -3 & -1\\ 5 & -8 & -1 \end{bmatrix}\begin{bmatrix} x\\ y \\ z\end{bmatrix}=(x-2y+z,2x-3y-z,5x-8y-z)$ Obtain: $Ker (T)=\{x \in R^3: T(x)=0\}\\ =\{(x,y,z)\in R^3: T(x,y,z)=(0,0,0)\\ =\{(x,y,z)\in R^3:(x-2y+z,2x-3y-z,5x-8y-z)=(0,0,0)$ We have the system: $x-2y+z=0\\ 2x-3y-z=0\\ 5x-8y-z=0 \rightarrow x=5z,y=3z$ Thus, $Ker (T)=\{(5z,3z,z):z \in R\}\\ =\{z(5,3,1): z \in R\}\\ =span \{(5,3,1)\} \rightarrow \dim [Ker (T)]=1$ $Ker(T)$ is the line passing through the origin $(0,0,0)$ with a direction $(5,3,1)$ Then, $Rng(T)=\{T(x):x \in R^3\}\\ =\{T(x,y,z):x,y,z \in R\}\\ =\{(x-2y+z,2x-3y-z,5x-8y-z):x,y,z \in R\} =\{ x(1,2,5)+y(-2,-3,-8)+z(1,-1,1): x,y,z \in R\} =span \{(1,2,5);(-2,-3,-8);(1,-1,1)\}$ Find a basic for $Rng(T)$ $\begin{bmatrix} 1 & -2 & 1\\ 2 & -3 & -1 \\ 5 & -8 & -1 \end{bmatrix}\approx\begin{bmatrix} 1 & 2 & 5\\ -3 & -3 & -8 \\ 1 & -1 & 1 \end{bmatrix}\approx \begin{bmatrix} 1 & 2 & 5\\ 0 & 1 & 2 \\ 0 & -3 & -6 \end{bmatrix}\approx \begin{bmatrix} 1 & 2& 5\\ 0 & 1 & 2 \\ 0 & 0 & 0 \end{bmatrix} $ Hence, we have $\{(1,2,5);(0,1,2)\}$ is a basic for $Rng(T)$ $\rightarrow Rng(T)=span \{(1,2,5);(0,1,2)\}\\ \rightarrow \dim [Rng(T)]=2$ Thus, $Rng(T)$ is a plane containing points $(0,0,0);(1,2,5);(0,1,2)$ Verify a Rank Nullity Theorem: $\dim [Ker (T)]+\dim[Rng(T)]=2+1=3=\dim R^3$
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