Orthogonal Diagonalization

Like Diagonalization, but you perform it on an orthogonal matrix, which makes the process easier as follows:

$$S=PD{P}^T$$

Where $P^{-1}=P^T$, i.e. $P$ is orthogonal It is otherwise the same as performing diagonalization on an arbitrary matrix