I am reading a paper. There is an upper bound for largest singular value of matrix $A$. Suppose its largest singular value is $d$ and $d\leq p$. Now we have a row vector $U$. It is said that in the paper $\|UA\|\leq \|U\|p$ but really I don't understand it. Could you please help me? Thanks in advance.
2026-04-01 20:00:03.1775073603
An inequality in matrices
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1
Assuming you are using $2$-norm, then it has the sub-multiplicative property.
Hence $$\|UA\| \le \|U\|\|A\|=\|U\|d \le \|U\|p$$