In this paper we propose an application of the Ant System (AS) to optimize combinational logic circuits at the gate level. We define a measure of quality improvement in partially built circuits to compute the distances required by the AS and we consider as optimal those solutions that represent functional circuits with a minimum amount of gates. The proposed methodology is described together with some examples taken from the literature that illustrate the feasibility of the approach.