Eigenvectors

The eigenvector of a matrix is a vector such that:

If is an eigenvector of then that means that which means that has non-zero vectors in it's Null-Space.

We can solve for eigenvectors by finding solutions to the linear system .

Every eigenvector has an associated eigenvalue.