  This article revisits previous results presented in Optimization which were
challenged later by Voisei and Zalinescu (V-Z) in the same journal. We aim to
use the points of view of V-Z to modify the original results and highlight that
the consideration of the so called Gao-Strang total complementary function is
indeed quite useful for establishing necessary conditions for solving this
problem.
