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: 3

Answer

See below

Work Step by Step

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