Question #7e09b

If for a $n \times n$ matrix $A$ exists such a nonzero vector $v$ satisfying $$Av=\lambda v,$$ where $\lambda$ is a scalar, we say that $v$ is an eigenvactor of the matrix $A$ and $\lambda$ is an eigenvalue of the matrix $A$ associated with the eigenvector $v$.