An eigenvector of a square matrix Α is a nonzero vector υ such that Αυ=λυ. The number λ is called the eigenvalue of Α corresponding to υ.
The eigenvalues of a matrix Α can be determined by finding the roots of the characteristic polynomial of equation det(Α−λI) = 0.