The dominant eigenvector of a matrix A
an eigenvector corresponding to the eigenvalue of largest magnitude
(for real numbers, largest absolute value) of that matrix.
Many of the "real world" applications are
primarily interested in the dominant eigenpair.
The method used to find the dominant eigenvector is called the power method.