Linear Algebra, Mathematics, Education, Learning.
said, the eigenvectors of a transformation are vectors that are not knocked off their span on a linear transformation. They remain in their span and are scaled by some factor. The factor by which they were scaled is called the eigenvalue. The sign also gives the orientation. The formal definition