Spectral Norm

Definition

Let $A$ be an $m\times n$ matrix, then the matrix p-norm of $A$ is defined as $||A|{|}_2=\sqrt{{\lambda }_{\max }(A^{†}A)}={\sigma }_{\max }(A)$