9231 P1 - Jun 2008 - Q3 - 2 marks
Show that if \(\lambda\) is an eigenvalue of the square matrix \(\mathbf{A}\) with \(\mathbf{e}\) as a corresponding eigenvector, and \(\mu\) is an eigenvalue of the square matrix \(\mathbf{B}\) for which \(\mathbf{e}\) is also a corresponding eigenvector, then \(\lambda+\mu\) is an eigenvalue of the matrix \(\mathbf{A}+\mathbf{B}\) with \(\mathbf{e}\) as a corresponding eigenvector.
The matrix
\(\mathbf{A}=\left(\begin{array}{rrr} 3 & -1 & 0 \\ -4 & -6 & -6 \\ 5 & 11 & 10 \end{array}\right)\)
has \(\left(\begin{array}{r}1 \\ -1 \\ 1\end{array}\right)\) as an eigenvector. Find the corresponding eigenvalue.
The other two eigenvalues of \(\mathbf{A}\) are 1 and 2, with corresponding eigenvectors \(\left(\begin{array}{r}1 \\ 2 \\ -3\end{array}\right)\) and \(\left(\begin{array}{r}1 \\ 1 \\ -2\end{array}\right)\) respectively. The matrix \(\mathbf{B}\) has eigenvalues \(2,3,1\) with corresponding eigenvectors \(\left(\begin{array}{r}1 \\ -1 \\ 1\end{array}\right),\left(\begin{array}{r}1 \\ 2 \\ -3\end{array}\right)\), \(\left(\begin{array}{r}1 \\ 1 \\ -2\end{array}\right)\) respectively. Find a matrix \(\mathbf{P}\) and a diagonal matrix \(\mathbf{D}\) such that \((\mathbf{A}+\mathbf{B})^{4}=\mathbf{P D P} \mathbf{P}^{-1}\).
[You are not required to evaluate \(\mathbf{P}^{-1}\).]
