Recall that an eigenvector x {\displaystyle \mathbf {x} } of an eigenvalue λ {\displaystyle \lambda } satisfies the equation A x = λ x {\textstyle A\mathbf {x} =\lambda \mathbf {x} } , or equivalently, ( A − λ I ) x = 0 {\textstyle (A-\lambda I)\mathbf {x} =\mathbf {0} } .