Exercise EE.T20 Robert Beezer

Suppose that $\lambda$ and $\rho$ are two different eigenvalues of the square matrix $A$. Prove that the intersection of the eigenspaces for these two eigenvalues is trivial. That is, $\eigenspace{A}{\lambda}\cap\eigenspace{A}{\rho}=\set{\zerovector}$.

Solution