Linear Algebra and Its Applications (5th Edition)

Published by Pearson
ISBN 10: 032198238X
ISBN 13: 978-0-32198-238-4

Chapter 5 - Eigenvalues and Eigenvectors - 5.3 Exercises - Page 288: 1

Answer

$A^4=\begin{bmatrix} 226 & -525 \\ 90 & -209\\ \end{bmatrix}$

Work Step by Step

\[ P = \begin{bmatrix} 5 & 7 \\ 2 & 3\\ \end{bmatrix}, D=\begin{bmatrix} 2 & 0\\ 0 & 1\\ \end{bmatrix}\] First, remember that since the given matrix $D$ is diagonal, then $A^k=PD^kP^{-1}$ where $D^k$ is rather simple to solve and $P$ is invertible. To use the above equation we need to find $P^{-1}$: \[ P = \begin{bmatrix} a & b \\ c & d\\ \end{bmatrix}, P^{-1}=\frac{1}{ad-bc}\begin{bmatrix} d & -b\\ -c & a\\ \end{bmatrix}\] Using the formula for the inverse of a 2x2 matrix (shown above), calculate $P^{-1}$: \[P^{-1}=\frac{1}{(5)(3)-(7)(2)}\begin{bmatrix} 3 & -7\\ -2 & 5\\ \end{bmatrix}=\begin{bmatrix} 3 & -7\\ -2 & 5\\\end{bmatrix}\] Then, to the equation $A^k=PD^kP^{-1}$ to solve for $A^4$: $A^4=PD^4P^{-1}$ $A^4=\begin{bmatrix} 5 & 7 \\ 2 & 3\\ \end{bmatrix} \begin{bmatrix} 2 & 0\\ 0 & 1\\ \end{bmatrix}^4 \begin{bmatrix} 3 & -7\\ -2 & 5\\\end{bmatrix}$ Remember that for any matrix $M$ with zero entries in all positions except the main diagonal, $M^k$ is equal to $M$ with each value on the main diagonal raised to the power of $k$. This strategy is used to go from the line of work above to the line of work below. $A^4=\begin{bmatrix} 5 & 7 \\ 2 & 3\\ \end{bmatrix} \begin{bmatrix} 2^4 & 0\\ 0 & 1^4\\ \end{bmatrix} \begin{bmatrix} 3 & -7\\ -2 & 5\\\end{bmatrix}$ $A^4=\begin{bmatrix} 5 & 7 \\ 2 & 3\\ \end{bmatrix} \begin{bmatrix} 16 & 0\\ 0 & 1\\ \end{bmatrix} \begin{bmatrix} 3 & -7\\ -2 & 5\\\end{bmatrix}$ Use matrix multiplication to simplify: $A^4=\begin{bmatrix} (5)(16)+(7)(0) & (5)(0)+(7)(1) \\ (2)(16)+(3)(0) & (2)(0)+(3)(1)\\ \end{bmatrix} \begin{bmatrix} 3 & -7\\ -2 & 5\\\end{bmatrix}$ $A^4=\begin{bmatrix} 80 & 7 \\ 32 & 3\\ \end{bmatrix} \begin{bmatrix} 3 & -7\\ -2 & 5\\\end{bmatrix}$ $A^4=\begin{bmatrix} (80)(3)+(7)(-2) & (80)(-7)+(7)(5) \\ (32)(3)+(3)(-2) & (32)(-7)+(3)(5)\\ \end{bmatrix}$ $A^4=\begin{bmatrix} 226 & -525 \\ 90 & -209\\ \end{bmatrix}$
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