Not an answer; just an illustration. I had some difficulty understanding the question, so... Here $n=2$, so the shapes are planar, $\mathbb{R}^2$. I used Reuleaux triangles for the $3=n{+}1$ unit-constant-width bodies $F=\{ B_1, B_2, B_3 \}$ forming an "impressive" and "assuming" family $F$. A particular point $x \in \mathbb{R}^2$ is shown, with segments achieving $d(x,B_i)$. In this case, all three of those min-distances to the bodies are equal, so that is also the max $\gamma_2$. <hr /> ![Reuleaux][1] <hr /> So I think the question is simply asking if there is a lowerbound on the radius of a ball that can nestle in the gap.? I.e., can we ensure that the gap is not arbitrarily small? Apologies if I am misinterpreting... **Added**: To address $d{=}3$ & Per A.'s question, here is an image of a constant-width [Reuleaux tetrahedron](http://en.wikipedia.org/wiki/Reuleaux_tetrahedron): <hr /> <img src="https://i.sstatic.net/3FfLX.png" width="300" /> [1]: https://i.sstatic.net/GM5Cp.jpg