Question

Geometrically describe the fundamental vector subspaces of a transformation.

Answer 1

Each eigenvector oftransformation is being preserved on line defined by this vector via this
transformation.
So, every fundamental subspace is some hyperplane in space spanned on some
eigenvectors, and they form the basis of this hyperplane.