Abstract: Irregular polyomino subarrays can be applied into the design of large array antenna, because of their advantages such as effectively suppressing the grating lobe and reducing the cost of engineering. On the basis of polyomino subarray, amplitude and phase optimization is carried out by adopting the genetic algorithm in this paper. To compare and analyze the simulation results,the low sidelobe performance and the high aperture efficiency of the array are obtained.