Naval Aviation University
The orderly and efficient landing of carrier based aircraft is a necessary prerequisite to ensure that the deck operation support plan is carried out as scheduled. In order to improve the landing efficiency of carrier-based aircraft and reduce the burden of traditional manual landing scheduling, a landing scheduling algorithm for carrier aircraft is studied. Firstly, the mathematical model of landing scheduling for carrier-based aircraft is constructed with the weighted landing time sum as the optimization objective. Secondly, an improved artificial bee colony algorithm is proposed to solve the model. Based on the basic artificial bee colony algorithm, crossover operation, elite strategy and a series of adaptive local search strategies are introduced to enhance the global search performance of the algorithm and improve the convergence speed of the algorithm. Finally, the effectiveness of the proposed scheduling model is verified by the case study and algorithm comparison. It shows that the improved artificial bee colony algorithm has stronger optimization performance and better robustness, and can solve the large-scale carrier aircraft landing scheduling problem, having practical engineering application value.