If #A# is any #nxxn# square matrix, then the eigenvalues of A are those values #lambda# for which the determinant #det(A-lambdaI)=0#, (the zero matrix), where #I# is the #nxxn# identity matrix.
The corresponding vectors #x# such that #Ax=lambdax# are called the eigenvectors corresponding to the eigenvalues #lambda#.