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 - 7.5 Orthogonal Diagonalization and Quadratic Forms - Problems - Page 474: 17

Answer

$4y_3^2+8y_4^2$

Work Step by Step

Find eigenvalues: (A-$\lambda$I)$\vec{V}$=$\vec{0}$ $\begin{bmatrix} 3-\lambda & 1 & 3 & 1\\ 1 & 3-\lambda & 1 & 3\\ 3 & 1 & 3-\lambda & 1\\ 1 & 3 & 1 & 3-\lambda \end{bmatrix}\begin{bmatrix} v_1\\ v_2 \\ v_3 \\ v_4\end{bmatrix}\\ \begin{bmatrix} 3-\lambda & 1 & 3 & 1\\ 1 & 3-\lambda & 1 & 3\\ 3 & 1 & 3-\lambda & 1\\ 1 & 3 & 1 & 3-\lambda \end{bmatrix}=0$ $\rightarrow \lambda^2(\lambda-4)(\lambda-8)=0$ $\lambda_1=\lambda_2=0,\lambda_3=4,\lambda_8$ From that we can find eigenvectors for $\lambda=0$: $\{(0,1,0,-1);(1,0,-1,0)\}$ The orthonormal basis: $\{(0,\frac{1}{\sqrt 2},0,-\frac{1}{\sqrt 2}),(\frac{1}{\sqrt 2},0,-\frac{1}{\sqrt 2},0)\}$ For $\lambda=4$ the eigenvectors are: $\{(-1,1,-1,1)\}$ For $\lambda=8$ the eigenvectors are: $\{(1,1,1,1)\}$ Hence, the set of principal axes for the given quadratic form is: $\{(0,\frac{1}{\sqrt 2},0,-\frac{1}{\sqrt 2}),(\frac{1}{\sqrt 2},0,-\frac{1}{\sqrt 2},0),(-\frac{1}{2},\frac{1}{2},-\frac{1}{2},\frac{1}{2}),(\frac{1}{2},\frac{1}{2},\frac{1}{2},\frac{1}{2})\}$ The sum of squares now can be $4y_3^2+8y_4^2$
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