An optimisation procedure based on the genetic algorithm is applied to the design of frequency selective surfaces (FSSs) fabricated by printed circuit technology. The inclusion of the shape of the mask in the set of parameters controlling the optimisation scheme enables the requisite frequency and polarisation performance to be obtained.