Nuclear Norm

Definition

Let $A$ be an $m\times n$ matrix, then the nuclear norm of $A$ is defined as $||A|{|}_{\ast }=\mathrm{tr}(\sqrt{A^{†}A)})={\sum }_{i=1}^{\min \{m,n\}}{\sigma }_i(A)$