In order to meet the actual needs of combat, based on the improved particle swarm optimization (PSO) algorithm, the ? algorithm and the oscillation value theory are proposed as constraints to build a mathematical model to establish the time and space coordination relationship between missiles in multi-position and multi-direction assault water surface ship operations. The results show that the model has fast convergence speed and can effectively solve the problem of missile route planning in joint action.