Abstract: Aiming at the performance of particle swarm optimization algorithm using in beam pattern synthesis, the algorithm when synthesizing low lobe-side beam pattern of conformal array antennas by defining the value of validity and stability in the view of statistical is analyzed. The results show that the two indexes thas can analyze the performance of algorithm, thus can guide the actual engineering effectively.