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Recurrence Relationshard
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The coupled recurrence system $$x_n = 2x_{n-1} + y_{n-1}$

y_n = x_{n-1} + 2y_{n-1}$$ can be written as \begin{pmatrix} x_n \ y_n \end{pmatrix} = M \begin{pmatrix} x_{n-1} \ y_{n-1} \end{pmatrix}wherewherewhereM = \begin{pmatrix} 2 & 1 \ 1 & 2 \end{pmatrix}$.

What are the eigenvalues (characteristic roots) of MMM?