Objectives   Flight-deck support operations are the most critical link in the process of launch and recovery of carrier-based aircraft.The reasonable allocation of support personnel can enable to improve the capability of supporting the aircraft fleet operation and the sortie generation rate, thereby enhancing the overall combat effectiveness of the carrier.

  Method   Aiming at the personnel configuration problem of the carrier-based aircraft flight-deck operation support, considering the complex realistic environment and based on the makespan of the aircraft fleet operation support, load balance and cumulative transfer time of support personnel on flight deck, a multi-objective mathematical programming model is established to obtain the required numbers of support personnel and skill allocation scheme. An integer encoding method and decoding method based on the event-based scheduling policy are designed, and an improved NSGA2-based personnel optimization algorithm is proposed to solve the problem.

  Results   The simulation results show that this algorithm can effectively solve the established mathematical model, and the simulation results meet the actual combat requirements.

  Conclusion   The improved NSGA2 algorithm can combine the carrier-based aircraft support process, numbers of personnel and skill allocation to provide the carrier-based aircraft support operation with a multi-objective optimized scheduling plan.