基于滚动优化结构的行动过程实时决策方法

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中图分类号：E917 文献标志码：A DOI：10.12305/j.issn.1001-506X.2025.03.22

Method of real-time decision for course of action based on recursive optimization structure

HUANG Dong1，LIU Gang1，JIANG Xueyun²，LIU Lizhi1，GUO Jinlin，* （1.Schoolof InformationScienceand Engineering，Hunan Instituteof Scienceand Technology，Yueyang 414O6，China; 2.Wuhan Institute of Ship Communication，Wuhan 4300lO，China；3.Collegeof Systems Engineering， National University ofDefense Technology，Changsha 4looo3，China）

Abstract：Because of the uncertainty for the battlefield environment in modern warfare，it is necessary for commanders to obtain the optimal courseof action（COA）inreal-time and ensure thecombat efectiveness under thecondition of situation changes.Considering the factors such as the batlefield situation changes and the command intention intervention during the warfare process，by employing Bayesian network model of COA，this paper studies the real-time recursive optimization method of COA under feedback system，which ffectively improves theapplicability of action scheme.Through the simulation case analysis，it can be seen that the evaluation score of COA scheme generated by recursive optimization structure can be increased by more than 15% on the basis of normal optimization.The result indicates that the influences of battlefield situation changes and thecommand intention intervention have been overcome by therecursive optimization of COA under complex combat environment，and the optimality has been ensured in the whole combat process.

Keywords：real-time decision；course of action （COA）；recursive optimization； situation feedback

0 引言

策过程包括：计划拟制、调整、执行等阶段[3-4]。（剩余15704字）