A major application of linear algebra is in the solution of the eigenvalue
problem: 
is an eigenvector of the matrix 
if:
and 
is said to be the eigenvalue of corresponding to
the eigenvector . The eigenvalues of the matrix A can be found as
the roots of the secular equation 
.