Eigenvectors and Eigenvalues

An Eigenvector of a square matrix $A$ is a vector ${\boldsymbol {x}}\in \mathbb {R}$ such that,

$A{\boldsymbol {x}}=\lambda {\boldsymbol {x}}$

where $\lambda$ is complex number.