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: 12

Answer

See below

Work Step by Step

1. Find eigenvalues: (A-$\lambda$I)$\vec{V}$=$\vec{0}$ $\begin{bmatrix} 7-\lambda & -8 & 6 \\ 8 & -9-\lambda & 6 \\ 0 & 0 & -1-\lambda \\ \end{bmatrix}\begin{bmatrix} v_1\\ v_2 \\ v_3 \end{bmatrix}=\begin{bmatrix} 0\\ 0 \\ 0 \end{bmatrix}$ $\begin{bmatrix} 7-\lambda & -8 & 6 \\ 8 & -9-\lambda & 6 \\ 0 & 0 & -1-\lambda \\ \end{bmatrix}=0$ $\left (7- \lambda \right ) (-9- \lambda)(-1-\lambda)=0$ $(\lambda+1)^3=0$ $\lambda_1= \lambda_2=\lambda_3=-1$ 2. Find eigenvectors: For $\lambda=-1$ let $B=A-\lambda_1I$ $B=\begin{bmatrix} 7-\lambda & -8 & 6 \\ 8 & -9-\lambda & 6 \\ 0 & 0 & -1-\lambda \\ \end{bmatrix}=\begin{bmatrix} 8& -8 & 6 \\ 8 & -8 & 6 \\ 0 & 0 & 0 \\ \end{bmatrix}$ Then, $B\vec{V}$=$\vec{0}$ We obtain reduced row echelon form of B: $\begin{bmatrix} 8 & -8 & 6 |0 \\ 8 & -8 & 6 | 0\\ 0 & 0 & 0 | 0\\ \end{bmatrix} \approx \begin{bmatrix} 4 & -4 & 3 | 0 \\ 0 & 0 & 0 | 0\\ 0 & 0 & 0 | 0\\ \end{bmatrix}$ Let $r,s$ be free variables. $\rightarrow \vec{V}=r(1,0,0)+s(-3,0,4) \\ E_2=\{(1,0,0),(-3,0,4)\} \rightarrow dim(E_2)=2 \ne 3$ Hence, matrix $A$ is defective.
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