Definition
Eigenvector and Eigenvalue I
Definition
Eigenvector and Eigenvalue II
Theorem
Root of Characteristic Polynomial
Proof
Theorem
Diagonalisable Matrix
Proof
Proposition
Eigenvalues of Triangular Matrix
Proof
.
Theorem
Eigenvectors are Linearly Independent
Proof
Corollary
Distinct Eigenvalues => Diagonalisable
Proof
Corollary
A, B Similar <=> Same Eigenvalues
Theorem
A^{2} = Tr(A) A - det(A) I_{2}
Proof
Corollary
A Similar to B = (?)
Proof
Lemma
Canonical Repeated Real
Lemma
Canonical Distinct Real
Lemma
Canonical Complex