How could I prove that for any induced matrix norm
$$cond(A)\ge \frac{\|A\|}{\|C\|}$$
where $A$ is an invertible square matrix and $A+C$ is a singular matrix?
How could I prove that for any induced matrix norm
$$cond(A)\ge \frac{\|A\|}{\|C\|}$$
where $A$ is an invertible square matrix and $A+C$ is a singular matrix?
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If $A$ is invertible and $A+C$ is singular then $\Vert A^{-1}C\Vert\ge1$. Because if $\Vert A^{-1}C\Vert<1$, then $I+ A^{-1}C$ would be invertible and consequently $A+C=A(I+A^{-1}C)$ would also be invertible.
Now we have $$\Vert A\Vert\leq \Vert A\Vert \Vert A^{-1}C\Vert\leq \Vert A\Vert \Vert A^{-1}\Vert \Vert C\Vert=\text{cond}(A)\Vert C\Vert.$$ Done.$\qquad\square$