Question: eigenvectors are linearly independent proof?
Answer: If A is an N × N complex matrix with N distinct eigenvalues, then any set of N corresponding eigenvectors form a basis for CN . Proof. It is sufficient to prove that the set of eigenvectors is linearly independent. ... Since each Vj = 0, any dependent subset of the {Vj} must contain at least two eigenvectors.