基于决策树的指挥控制决策方法  

A Command and Control Decision-Making Method Based on Decision Tree

作　　者：樊良优 姚小强[2] 王刚[2] 刘伟 夏智权 FAN Liangyou;YAO Xiaoqiang;WANG Gang;LIU Wei;XIA Zhiquan(No.93605 Unit of PLA,Beijing 102000,China;School of Air Defense and Antimissile Air Force Engineering University,Xi'an 710000,China;No.63768 Unit of PLA,Xi'an 710000,China;No.93126 Unit of PLA,Beijing 100000,China)

机构地区：[1]中国人民解放军93605部队,北京102000 [2]空军工程大学防空反导学院,西安710000 [3]中国人民解放军63768部队,西安710000 [4]中国人民解放军93126部队,北京100000

出　　处：《电光与控制》2023年第7期73-77,共5页Electronics Optics & Control

基　　金：国家自然科学基金(62106283)。

摘　　要：针对复杂作战场景下的指挥控制决策问题,基于决策树理论提出了处理多任务流程的指挥控制决策方法。首先对OODA环理论的判断过程进行了详细分析,通过构造决策树的方法来生成判断模型。决策树在决策过程中调用多任务流程服务并生成判断结果。指挥员根据判断结果来进行指挥决策,从而实现机器在人的控制下的智能决策。通过对该方法进行验证分析,证明该方法具有高层次可解释性,准确表达指挥员作战意图,灵活构建作战策略的特点。Aiming at the command and control decision-making problem in complex battle scenes,a command and control decision-making method for multi-task process is proposed based on the decision tree theory.Firstly,the judgment process of OODA loop theory is analyzed in detail,and the judgment model is generated by constructing decision tree.The decision tree invokes the multi-task process service in the decision process and generates judgment results.The commander makes command decisions according to the judgment results,so as to realize the intelligent decision-making of the machine under the control of human.Through the verification and analysis of this method,it shows that this method has the characteristics of high-level interpretability,accurately expressing the commander􀆳s operational intention and flexibly constructing operational strategies.

关 键 词：OODA环 决策树 流程建模 作战策略 

分 类 号：TJ760[兵器科学与技术—武器系统与运用工程]