  In this work we present the results of several simulations on main-effect
factorial designs. The goal of such simulations is to investigate the
connections between the $D$-optimality of a design and its geometrical
structure. By means of a combinatorial object, namely the circuit basis of the
design matrix, we show that it is possible to define a simple index that
exhibits strong connections with the $D$-optimality.
