基于图神经网络的导弹时序规划方法

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中图分类号：TP391 文献标志码：A DOI：10.12305/j.issn.1001-506X.2025.03.18

Missile temporal planning method based on graph neural network

CHEN Kai，ZHANG Deping* （CollegeofComputerScienceandTechnology，NanjingUnuersityofAeronauticsandAstronautics，Nanjing206，China）

Abstract：Multi-missile collaborativeformation operation becomes an important means to strike key targets in modern war.Inorder to cope with theever-changing battlefield situation，it is required to quicklycalculate the misile launch temporal sequence，so that all missiles can accurately complete the strike task within the predetermined time.In order to solve the problem of temporal planning for multiple missile coordinated launch， an integer linear programming model with the goal of minimizing misile launch completion time is established. The missile launch sequence planning algorithm based on graph neural network model is designed，and the missilelaunch sequence is optimized locally based on node sampling and greedy insertion strategy，which can helpbattlefield commanders to quickly generate the missile launch sequence plan.Verification and analysis are carried out for the coordinated launch of 20-200 missiles.The experimental results show that the model and method can efectively solve the problem of temporal planning for coordinated launch of multiple missiles.

Keywords：cruise missile； launch temporal planning；graph neural network；local optimization

0 引言

在现代战争中，导弹是打击关键目标的重要手段。（剩余16822字）