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 - 6.6 Chapter Review - Additional Problems - Page 429: 8

Answer

See below

Work Step by Step

Assume $x=(x_1,x_2)\\ y=(y_1,y_2)\\ c\in R$ $T(A+B)=A+B+(A+B)^T\\ =A+B+A^T+B^T\\ =A+A^T+B+B^T\\ =T(A)+T(B)$ $T(cA)=cA+(cA)^T\\ =cA+cA^T\\ =c(A+A^T)\\ =cT(A)$ Hence, $T$ is a linear transformation Obtain: $Ker(T)=\{A \in M_2(R):T (A)=0\}\\ =\{\begin{bmatrix} a & b\\ c & d \end{bmatrix} \in M_2(R): T(\begin{bmatrix} a & b\\ c & d \end{bmatrix} )=0\}\\ =\{\begin{bmatrix} a & b\\ c & d \end{bmatrix} \in M_2(R): \begin{bmatrix} a & b\\ c & d \end{bmatrix} +\begin{bmatrix} a & b\\ c & d \end{bmatrix} ^T=\begin{bmatrix} 0 & 0\\ 0 & 0 \end{bmatrix} \\ =\{(\begin{bmatrix} a & b\\ c & d \end{bmatrix} \in M_2(R):\begin{bmatrix} a & b\\ c & d \end{bmatrix} +\begin{bmatrix} a & c\\ b & d \end{bmatrix} =\begin{bmatrix} 0 & 0\\ 0 & 0 \end{bmatrix} \}\\ =\{\begin{bmatrix} a & b\\ c & d \end{bmatrix} \in M_2(R):\begin{bmatrix} 2a & b+c\\ b+c & 2d \end{bmatrix} =\begin{bmatrix} 0 & 0\\ 0 & 0 \end{bmatrix} \}\\ \rightarrow a=d=0,c=-b\\ \rightarrow Ker(T)=\{\begin{bmatrix} 0 & b\\ -b & 0 \end{bmatrix} \in M_2(R)\}=\{b \begin{bmatrix} 0 & 1\\ -1 & 0 \end{bmatrix} \in M_2(R)\}=span \{\begin{bmatrix} 0 & 1\\ -1 & 0 \end{bmatrix} \}\\ \rightarrow \dim Ker(T)=1$ then $\dim [Ker(T)]=1 \ne \{0\}$ $T$ is not one-to-one Apply Rank Nullity Theorem: $\dim [Ker(T)]+\dim [Rng(T)]=\dim M_2(R)\\ 1+\dim [Rng(T)]=4\\ \dim [Rng(T)]=3$ Since $\dim [Rng(T)]=3 \ne 4=\dim M_2(R)$, hence, $T$ is onto. Consequently, $Rng(T)=\{T(A):A \in M_2(R)\}\\ =\{T(\begin{bmatrix} a & b\\ c & d \end{bmatrix} ):\begin{bmatrix} a & b\\ c & d \end{bmatrix} \in M_2(R)\}\\ =\{\begin{bmatrix} 2a & b+c\\ b+c & 2d \end{bmatrix} :a,b,c,d \in R\}\\ =\{\begin{bmatrix} 2a & 0\\ 0 & 0 \end{bmatrix} +\begin{bmatrix} 0 & b\\ 0 & 0 \end{bmatrix} +\begin{bmatrix} 0 & c\\ c & 0 \end{bmatrix}+\begin{bmatrix} 0 & 0\\ 0 & 2d \end{bmatrix} : a,b,c,d \in R\}\\ =\{\begin{bmatrix} 2a & b+c\\ b+c & 2d \end{bmatrix} :a,b,c,d \in R\}\\ =\{a\begin{bmatrix} 2 & 0\\ 0 & 0 \end{bmatrix} +b\begin{bmatrix} 0 & 1\\ 1 & 0 \end{bmatrix} +c\begin{bmatrix} 0 & 1\\ 1 & 0 \end{bmatrix}+d\begin{bmatrix} 0 & 0\\ 0 & 2 \end{bmatrix} : a,b,c,d \in R\}\\ =span \{\begin{bmatrix} 2a & b+c\\ b+c & 2d \end{bmatrix} :a,b,c,d \in R\}\\ =span\{\begin{bmatrix} 2 & 0\\ 0 & 0 \end{bmatrix} ,\begin{bmatrix} 0 & 1\\ 1 & 0 \end{bmatrix} ,\begin{bmatrix} 0 & 1\\ 1 & 0 \end{bmatrix},\begin{bmatrix} 0 & 0\\ 0 & 2 \end{bmatrix} \}\\ =span\{\begin{bmatrix} 2 & 0\\ 0 & 0 \end{bmatrix} ,\begin{bmatrix} 0 & 1\\ 1 & 0 \end{bmatrix} ,\begin{bmatrix} 0 & 0\\ 0 & 2 \end{bmatrix} \}$ Basic for $Rng(T)$ is $\{\begin{bmatrix} 2 & 0\\ 0 & 0 \end{bmatrix} ,\begin{bmatrix} 0 & 1\\ 1 & 0 \end{bmatrix} ,\begin{bmatrix} 0 & 0\\ 0 & 2 \end{bmatrix} \}$
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