# Characteristic Value and Vector

Fix an eigenvalue $\lambda$ of A and let v be an eigenvector w.r.t. the eigenvalue, write down $Av=\lambda v$. Since A is invertible, $\lambda$ is nonzero and you can multiply both sides of the equation by the inverse of A.