Let $A \in M _ { n } ( \mathbb { C } )$. We denote by $a _ { i , j }$ the coefficient of $A$ with row index $i$ and column index $j$. Show that
$$\| A \| = \max _ { 1 \leqslant j \leqslant n } \left( \sum _ { i = 1 } ^ { n } \left| a _ { i , j } \right| \right)$$