I need to minimize the following L-infinity norm with respective to $\tau$ $$ min_{\tau} \| I -S(S+\tau)^{-1}\| $$ $$ \text{subject to} \ S+\tau \ \text{is positive definite} $$ where $S$ is symmetric but not full rank, $\tau$ is non-singular diagonal matrix. Any idea? Thanks.