Eigenvalue Diagonalization of Invertible Matrices
Definition
If there exists a unitary matrix $Q$ and a diagonal matrix $\Lambda$ that satisfy $A = Q^{ \ast } \Lambda Q$ for $A \in \mathbb{C}^{ m \times m }$, then the matrix $A$ is said to be unitarily diagonalizable.