 {{\left\vert\kern-0.00ex\left\vert\kern-0.00ex\left\vert A- n\lambda I_n      \right\vert\kern-0.00ex\right\vert\kern-0.00ex\right\vert}}_{\ast},\end{aligned}$$ where the equality holds if and only if 