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 - 6.4 Additional Properties of Linear Transformation - Problems - Page 418: 26

Answer

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Work Step by Step

Define $T:R^3 \rightarrow V$ by $T(a,b,c)=\begin{bmatrix} a & b\\ 0 &c \end{bmatrix}$ Assume $(a,b,c);(d,e,f) \in R^3\\ \alpha \in R$ Obtain: $T((a,b,c),(d,e,f))=T(a+d,b+e,c+f)\\ =\begin{bmatrix} a+d & b+e\\0 &c +f \end{bmatrix}\\ =\begin{bmatrix} a & b\\ 0 &c \end{bmatrix}+\begin{bmatrix} d & e\\ 0 & f \end{bmatrix}\\ =T(a,b)+T(c,d)$ then $T(\alpha (a,b,c))=T(\alpha a, \alpha b,\alpha c)\\ =\begin{bmatrix} \alpha a & \alpha b\\ 0 &\alpha c \end{bmatrix}\\ =\alpha\begin{bmatrix} a & b\\ 0 &c \end{bmatrix}\\ =\alpha T(a,b)$ Hence, $T$ is a linear transformation. Obtain: $Ker(T)=\{x \in R^3:T (x)=0\}\\ =\{(a,b,c) \in R^2: T(a,b,c)=0\}\\ =\{ (a,b,c)\in R^2: \begin{bmatrix} a & b\\ 0 &c \end{bmatrix}=\begin{bmatrix} 0 & 0\\ 0 &0 \end{bmatrix}\}\\ \rightarrow a=b=c=0$ then $Ker(T)=\{\begin{bmatrix} 0 & 0\\ 0 &0 \end{bmatrix}\}=\{0\}$ $T$ is one-to-one (1) Apply Rank Nullity Theorem: $\dim [Ker(T)]+\dim [Rng(T)]=\dim R^3\\ 0+\dim [Rng(T)]=3\\ \dim [Rng(T)]=3$ $Rng(T) \subset V$ and $\dim V=3=\dim [Rng(T)]$ $T$ is onto (2) From $(1),(2)$, $T$ is an isomorphism.
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