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 - 7.7 Chapter Review - Additional Problems - Page 490: 16

Answer

See below

Work Step by Step

There are 15 possible Jordan canonical forms: $J_1=\begin{bmatrix} 2 & 0 & 0 & 0 & 0 & 0 & 0\\ 0 & 2 & 0 & 0 & 0 & 0 & 0\\ 0 & 0 & 2 & 0 & 0 & 0 & 0\\ 0 & 0 & 0 & 2 & 0 & 0 & 0\\ 0 & 0 & 0 & 0 & -4 & 0 & 0\\ 0 & 0 & 0 & 0 & 0 & -4 & 0\\ 0 & 0 & 0 & 0 & 0 & 0 & -4 \end{bmatrix}$ There are 7 linearly independent eigenvectors of a matrix with this Jordan canonical form, and the maximum length of a cycle is $1$ $J_2=\begin{bmatrix} 2 & 1 & 0 & 0 & 0 & 0 & 0\\ 0 & 2 & 0 & 0 & 0 & 0 & 0\\ 0 & 0 & 2 & 0 & 0 & 0 & 0\\ 0 & 0 & 0 & 2 & 0 & 0 & 0\\ 0 & 0 & 0 & 0 & -4 & 0 & 0\\ 0 & 0 & 0 & 0 & 0 & -4 & 0\\ 0 & 0 & 0 & 0 & 0 & 0 & -4 \end{bmatrix}$ There are 6 linearly independent eigenvectors of a matrix with this Jordan canonical form, and the maximum length of a cycle is $2$ $J_3=\begin{bmatrix} 2 & 1 & 0 & 0 & 0 & 0 & 0\\ 0 & 2 & 0 & 0 & 0 & 0 & 0\\ 0 & 0 & 2 & 0 & 0 & 0 & 0\\ 0 & 0 & 0 & 2 & 0 & 0 & 0\\ 0 & 0 & 0 & 0 & -4 & 1 & 0\\ 0 & 0 & 0 & 0 & 0 & -4 & 0\\ 0 & 0 & 0 & 0 & 0 & 0 & -4 \end{bmatrix}$ There are 5 linearly independent eigenvectors of a matrix with this Jordan canonical form, and the maximum length of a cycle is $2$ $J_4=\begin{bmatrix} 2 & 1 & 0 & 0 & 0 & 0 & 0\\ 0 & 2 & 0 & 0 & 0 & 0 & 0\\ 0 & 0 & 2 & 0 & 0 & 0 & 0\\ 0 & 0 & 0 & 2 & 0 & 0 & 0\\ 0 & 0 & 0 & 0 & -4 & 1 & 0\\ 0 & 0 & 0 & 0 & 0 & -4 & 1\\ 0 & 0 & 0 & 0 & 0 & 0 & -4 \end{bmatrix}$ There are 4 linearly independent eigenvectors of a matrix with this Jordan canonical form, and the maximum length of a cycle is $3$ $J_5=\begin{bmatrix} 2 & 1 & 0 & 0 & 0 & 0 & 0\\ 0 & 2 & 0 & 0 & 0 & 0 & 0\\ 0 & 0 & 2 & 1 & 0 & 0 & 0\\ 0 & 0 & 0 & 2 & 0 & 0 & 0\\ 0 & 0 & 0 & 0 & -4 & 0 & 0\\ 0 & 0 & 0 & 0 & 0 & -4 & 0\\ 0 & 0 & 0 & 0 & 0 & 0 & -4 \end{bmatrix}$ There are 5 linearly independent eigenvectors of a matrix with this Jordan canonical form, and the maximum length of a cycle is $2$ $J_6=\begin{bmatrix} 2 & 1 & 0 & 0 & 0 & 0 & 0\\ 0 & 2 & 0 & 0 & 0 & 0 & 0\\ 0 & 0 & 2 & 1 & 0 & 0 & 0\\ 0 & 0 & 0 & 2 & 0 & 0 & 0\\ 0 & 0 & 0 & 0 & -4 & 1 & 0\\ 0 & 0 & 0 & 0 & 0 & -4 & 0\\ 0 & 0 & 0 & 0 & 0 & 0 & -4 \end{bmatrix}$ There are 4 linearly independent eigenvectors of a matrix with this Jordan canonical form, and the maximum length of a cycle is $2$ $J_7=\begin{bmatrix} 2 & 1 & 0 & 0 & 0 & 0 & 0\\ 0 & 2 & 0 & 0 & 0 & 0 & 0\\ 0 & 0 & 2 & 1 & 0 & 0 & 0\\ 0 & 0 & 0 & 2 & 0 & 0 & 0\\ 0 & 0 & 0 & 0 & -4 & 1 & 0\\ 0 & 0 & 0 & 0 & 0 & -4 & 1\\ 0 & 0 & 0 & 0 & 0 & 0 & -4 \end{bmatrix}$ There are 3 linearly independent eigenvectors of a matrix with this Jordan canonical form, and the maximum length of a cycle is $3$ $J_8=\begin{bmatrix} 2 & 1 & 0 & 0 & 0 & 0 & 0\\ 0 & 2 & 1 & 0 & 0 & 0 & 0\\ 0 & 0 & 2 & 0 & 0 & 0 & 0\\ 0 & 0 & 0 & 2 & 0 & 0 & 0\\ 0 & 0 & 0 & 0 & -4 & 1 & 0\\ 0 & 0 & 0 & 0 & 0 & -4 & 1\\ 0 & 0 & 0 & 0 & 0 & 0 & -4 \end{bmatrix}$ There are 3 linearly independent eigenvectors of a matrix with this Jordan canonical form, and the maximum length of a cycle is $3$ $J_9=\begin{bmatrix} 2 & 1 & 0 & 0 & 0 & 0 & 0\\ 0 & 2 & 1 & 0 & 0 & 0 & 0\\ 0 & 0 & 2 & 0 & 0 & 0 & 0\\ 0 & 0 & 0 & 2 & 0 & 0 & 0\\ 0 & 0 & 0 & 0 & -4 & 0 & 0\\ 0 & 0 & 0 & 0 & 0 & -4 & 0\\ 0 & 0 & 0 & 0 & 0 & 0 & -4 \end{bmatrix}$ There are 5 linearly independent eigenvectors of a matrix with this Jordan canonical form, and the maximum length of a cycle is $3$ $J_10=\begin{bmatrix} 2 & 1 & 0 & 0 & 0 & 0 & 0\\ 0 & 2 & 1 & 0 & 0 & 0 & 0\\ 0 & 0 & 2 & 0 & 0 & 0 & 0\\ 0 & 0 & 0 & 2 & 0 & 0 & 0\\ 0 & 0 & 0 & 0 & -4 & 1 & 0\\ 0 & 0 & 0 & 0 & 0 & -4 & 0\\ 0 & 0 & 0 & 0 & 0 & 0 & -4 \end{bmatrix}$ There are 4 linearly independent eigenvectors of a matrix with this Jordan canonical form, and the maximum length of a cycle is $3$ $J_11=\begin{bmatrix} 2 & 1 & 0 & 0 & 0 & 0 & 0\\ 0 & 2 & 1 & 0 & 0 & 0 & 0\\ 0 & 0 & 2 & 1 & 0 & 0 & 0\\ 0 & 0 & 0 & 2 & 0 & 0 & 0\\ 0 & 0 & 0 & 0 & -4 & 0 & 0\\ 0 & 0 & 0 & 0 & 0 & -4 & 0\\ 0 & 0 & 0 & 0 & 0 & 0 & -4 \end{bmatrix}$ There are 4 linearly independent eigenvectors of a matrix with this Jordan canonical form, and the maximum length of a cycle is $4$ $J_12=\begin{bmatrix} 2 & 1 & 0 & 0 & 0 & 0 & 0\\ 0 & 2 & 1 & 0 & 0 & 0 & 0\\ 0 & 0 & 2 & 1 & 0 & 0 & 0\\ 0 & 0 & 0 & 2 & 0 & 0 & 0\\ 0 & 0 & 0 & 0 & -4 & 1 & 0\\ 0 & 0 & 0 & 0 & 0 & -4 & 0\\ 0 & 0 & 0 & 0 & 0 & 0 & -4 \end{bmatrix}$ There are 3 linearly independent eigenvectors of a matrix with this Jordan canonical form, and the maximum length of a cycle is $4$ $J_13=\begin{bmatrix} 2 & 1 & 0 & 0 & 0 & 0 & 0\\ 0 & 2 & 1 & 0 & 0 & 0 & 0\\ 0 & 0 & 2 & 1 & 0 & 0 & 0\\ 0 & 0 & 0 & 2 & 0 & 0 & 0\\ 0 & 0 & 0 & 0 & -4 & 1 & 0\\ 0 & 0 & 0 & 0 & 0 & -4 & 1\\ 0 & 0 & 0 & 0 & 0 & 0 & -4 \end{bmatrix}$ There are 2 linearly independent eigenvectors of a matrix with this Jordan canonical form, and the maximum length of a cycle is $4$ $J_14=\begin{bmatrix} 2 & 0 & 0 & 0 & 0 & 0 & 0\\ 0 & 2 & 0 & 0 & 0 & 0 & 0\\ 0 & 0 & 2 & 0 & 0 & 0 & 0\\ 0 & 0 & 0 & 2 & 0 & 0 & 0\\ 0 & 0 & 0 & 0 & -4 & 0 & 0\\ 0 & 0 & 0 & 0 & 0 & -4 & 1\\ 0 & 0 & 0 & 0 & 0 & 0 & -4 \end{bmatrix}$ There are 5 linearly independent eigenvectors of a matrix with this Jordan canonical form, and the maximum length of a cycle is $3$ $J_1=\begin{bmatrix} 2 & 0 & 0 & 0 & 0 & 0 & 0\\ 0 & 2 & 0 & 0 & 0 & 0 & 0\\ 0 & 0 & 2 & 0 & 0 & 0 & 0\\ 0 & 0 & 0 & 2 & 0 & 0 & 0\\ 0 & 0 & 0 & 0 & -4 & -1 & 0\\ 0 & 0 & 0 & 0 & 0 & -4 & 0\\ 0 & 0 & 0 & 0 & 0 & 0 & -4 \end{bmatrix}$ There are 6 linearly independent eigenvectors of a matrix with this Jordan canonical form, and the maximum length of a cycle is $2$
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