Carrier aircraft recovery sequencing scheduling technology based on MGP algorithm.

Autor: CUI Kaikai, CUI Rongwei, HAN Wei, GUO Fang, WANG Yulin, LIU Jie
Předmět:
Zdroj: Systems Engineering & Electronics; Oct2023, Vol. 45 Issue 10, p3192-3206, 15p
Abstrakt: Aiming at the problem of the recovery sequencing and scheduling of the carrier aircraft fleet landing, the carrier deck environment and the return recovery approach mode of the carrier aircraft are analyzed firstly, and the evaluation index model of the recovery sequencing and scheduling based on the weighted waiting time is established. According to the various constraints in the recovery sequencing and scheduling problem of the carrier aircraft, the model of the recovery sequencing and scheduling problem of the carrier aircraft considering the air refueling condition is established. Then, according to the established recycling sequencing and scheduling model and the idea of huper-heuristic algorithm, a genetic programming with mandatory landing rules (MGP) algorithm is designed to solve the ship necovery scheduling problem. Further, the effectiveness of the proposed recovery sequencing and scheduling model and MGP algorithm is verified by simulation examples, and the advantages of MGP algorithm are verified by comparison with genetic algorithm, pure heuristic algorithm and common genetic programming algorithm. Finally, based on the simulation results of an example, the influence of escape and wave off on the landing fleet recovery scheme is analyzed. [ABSTRACT FROM AUTHOR]
Databáze: Complementary Index