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 - 5.2 Exercises - Page 282: 20

Answer

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Work Step by Step

The characteristic polynomial is found by calculating the determinant of $A-\lambda I$ and setting it equal to 0 for a given matrix A. The eigenvalues of A satisfy the equation $det(A-\lambda I)=0$. But we know $detA=detA^T$, which means $det(A-\lambda I)=det(A-\lambda I)^T=0$. Moreover, $(A-\lambda I)^T=A^T-\lambda I^T=A^T-\lambda I$. Therefore, $det(A-\lambda I)=det(A^T-\lambda I)$, which means $A$ and $A^T$ have the same characteristic equation.
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