The support operation process of ship-borne aircraft is constrained by multiple resources, and the interference of emergency may occur at the same time. In view of this characteristic, the amendment strategy of model under the interference condition was analyzed and worked out. The Tabu search operator was introduced into the genetic algorithm to improve the mutation operation of the traditional process. And the simulation results show that the improved genetic algorithm is more efficient than the traditional genetic algorithm in optimizing the multi-carrier aircraft support problem with interference events. The rescheduling scheme is reflected intuitively by Gantt chart. As a result, this method lays a theoretical foundation for effectively dealing with the interference events in the process of ship-borne aircraft support in the real situation.