Maths WorkshopMaths problems with full solutions
Exercise 2126Linear algebra › Eigenvalues and diagonalisationL1Added 3 Nov 2026

Powers of a companion matrix and Fibonacci numbers

#companion matrix#Fibonacci#diagonalization

Statement

Let
A=(0111).A = \begin{pmatrix} 0 & 1 \\ 1 & 1 \end{pmatrix}.
Diagonalize AA and deduce a closed-form formula for the Fibonacci numbers FnF_n defined by F0=0F_0=0, F1=1F_1=1, Fn+2=Fn+1+FnF_{n+2}=F_{n+1}+F_n.

Hint

Eigenvalues solve λ2=λ+1\lambda^2=\lambda+1, i.e. λ=φ\lambda=\varphi or λ=ψ\lambda=\psi with φ=(1+5)/2\varphi=(1+\sqrt5)/2, ψ=(1−5)/2\psi=(1-\sqrt5)/2.

Show solutionHide solution

Solution

Eigenvalues. det⁡(A−λI)=λ2−λ−1\det(A-\lambda I)=\lambda^2-\lambda-1, with roots φ=1+52\varphi=\frac{1+\sqrt5}{2} and ψ=1−52\psi=\frac{1-\sqrt5}{2}.

Eigenvectors.
- For φ\varphi: v1=(1,φ)v_1=(1,\varphi).
- For ψ\psi: v2=(1,ψ)v_2=(1,\psi).

Diagonalization. A=PDP−1A=PDP^{-1} with P=(11φψ)P=\begin{pmatrix}1&1\\\varphi&\psi\end{pmatrix} and D=diag(φ,ψ)D=\textrm{diag}(\varphi,\psi).

Fibonacci relation. (Fn+1Fn)=An(F1F0)=An(10)\begin{pmatrix}F_{n+1}\\F_n\end{pmatrix}=A^n\begin{pmatrix}F_1\\F_0\end{pmatrix}=A^n\begin{pmatrix}1\\0\end{pmatrix}.

Closed formula. From An=PDnP−1A^n=P D^n P^{-1}, we get
Fn=φn−ψn5.F_n=\frac{\varphi^n-\psi^n}{\sqrt5}.

Check. F0=0F_0=0, F1=1F_1=1, F2=1F_2=1, F3=2F_3=2, consistent with the Binet formula.

Conclusion. Fn=15[(1+52)n−(1−52)n]F_n=\frac{1}{\sqrt5}\left[\left(\frac{1+\sqrt5}{2}\right)^n-\left(\frac{1-\sqrt5}{2}\right)^n\right].