基于滾動優(yōu)化結(jié)構(gòu)的行動過程實時決策方法

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中圖分類號：E917 文獻(xiàn)標(biāo)志碼：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

策過程包括：計劃擬制、調(diào)整、執(zhí)行等階段[3-4]。（剩余15704字）