指挥控制与仿真2024，Vol.46Issue(5)：21-28,8.DOI:10.3969/j.issn.1673-3819.2024.05.004
考虑复杂环境的多机物资投送任务规划
Mission planning for multi-aircraft material delivery considering complex environments
摘要
Abstract
This paper focuses on the task allocation and path planning problem for aircraft material delivery,considering two complexity factors:aircraft loss caused by malicious interference and delivery timeliness.It establishes an objective function to be optimized,which includes aircraft loss,total mileage,and untimely supply rate.Meanwhile,it proposes an optimization approach based on prior knowledge such as ＂task merging＂ and ＂saturation supply＂,and implements an im-proved genetic algorithm.Simulation results show that the improved genetic algorithm with fused prior knowledge addresses the slow convergence problem caused by a large search space,improving the solution speed and optimization effect of the model.关键词
多运输机/战场物资补给/路径规划/任务分配/遗传算法Key words
multi-aircraft/battlefield material supply/path planning/task allocation/genetic algorithm分类
军事科技引用本文复制引用
张雷,安靖,陈亮..考虑复杂环境的多机物资投送任务规划[J].指挥控制与仿真,2024,46(5):21-28,8.基金项目
全军军事类研究生资助课题 （）
