Abstract: Fitness function is important for convergence and efficiency to particle swarm optimization(PSO),especially in optimizing array antenna pattern synthesis.In order to improve performance of PSO, a multistage fitness function strategy is adopted to avoid convergence stagnation.The simulation results show its high performance in the radiation antenna arrays pattern synthesis with multi-null and low sidelobe restrictions,while there is no modification to PSO algorithm.