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Exercise 697Linear algebra › Eigenvalues and diagonalisationL2Added 28 Oct 2026

Powers of a matrix

#diagonalisation#matrices

Statement

Let A=(2112)A=\begin{pmatrix}2&1\\1&2\end{pmatrix}. Compute AnA^n for every n∈Nn\in\mathbb{N}.

Hint

Find the eigenvalues of AA and a basis of eigenvectors.

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Solution

The characteristic polynomial is (X−2)2−1=(X−1)(X−3)(X-2)^2-1=(X-1)(X-3). The vector (1,−1)(1,-1) is an eigenvector for 11 and (1,1)(1,1) is one for 33.

With P=(11−11)P=\begin{pmatrix}1&1\\-1&1\end{pmatrix}, D=diag(1,3)D=\textrm{diag}(1,3) and P−1=12(1−111)P^{-1}=\dfrac12\begin{pmatrix}1&-1\\1&1\end{pmatrix} we have A=PDP−1A=PDP^{-1}, so
An=PDnP−1=12(3n+13n−13n−13n+1).A^n=PD^nP^{-1}=\frac12\begin{pmatrix}3^n+1&3^n-1\\3^n-1&3^n+1\end{pmatrix}.