Differential Equations and Linear Algebra (4th Edition)

Published by Pearson
ISBN 10: 0-32196-467-5
ISBN 13: 978-0-32196-467-0

Chapter 7 - Eigenvalues and Eigenvectors - 7.2 General Results for Eigenvalues and Eigenvectors - Problems - Page 452: 10

Answer

See below

Work Step by Step

1. Find eigenvalues: (A-$\lambda$I)$\vec{V}$=$\vec{0}$ $\begin{bmatrix} 4-\lambda & 1 & 6 \\ -4 & 0-\lambda & 7 \\ 0 & 0 & -3 -\lambda \\ \end{bmatrix}\begin{bmatrix} v_1\\ v_2 \\ v_3 \end{bmatrix}=\begin{bmatrix} 0\\ 0 \\ 0 \end{bmatrix}$ $\begin{bmatrix} 4-\lambda & 1 & 6 \\ -4 & -\lambda & 7 \\ 0 & 0 & -3 -\lambda \\ \end{bmatrix}=0$ $\left (4- \lambda \right ) (- \lambda)(-3-\lambda)=0$ $(\lambda+3)(\lambda -2)^2=0$ $\lambda_1=-3, \lambda_2=\lambda_3=2$ 2. Find eigenvectors: For $\lambda=-3$ let $B=A-\lambda_1I$ $B=\begin{bmatrix} 4-\lambda & 1 & 6 \\ -4 & 0-\lambda & 7 \\ 0 & 0 & -3 -\lambda \\ \end{bmatrix}=\begin{bmatrix} 7 & 1 & 6 \\ -4 & 3 & 7 \\ 0 & 0 & 0\\ \end{bmatrix}$ Then, $B\vec{V}$=$\vec{0}$ Let $r$ be a free variable. $\vec{V}=r(-11,1,1) \\ E_2=\{r(-1,1,1)\} \rightarrow dim(E_2)=1$ For $\lambda=-2$ let $B=A-\lambda_1I$ $B=\begin{bmatrix} 4-\lambda & 1 & 6 \\ -4 & 0-\lambda & 7 \\ 0 & 0 & -3 -\lambda \\ \end{bmatrix}=\begin{bmatrix} 2 & 1 & 6 \\ -4 & -2 & 7 \\ 0 & 0 & -5\\ \end{bmatrix}$ Then, $B\vec{V}$=$\vec{0}$ Use reduced row echelon form $\begin{bmatrix} 2 & 1 & 0 | 0 \\ 0 & 0 & 1 | 0\\ 0 & 0 & 0 | 0\\ \end{bmatrix}$ Let $s$ be a free variable. $\vec{V}=s(-1,2,0) \\ E_2=\{s(-1,2,0) \} \rightarrow dim(E_2)=1 \ne 2$ Hence, matrix $A$ is defective.
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