基于作战行动特征的作战指挥行为评估方法  

Operational Command Behaviors Evaluation Based on Characteristics of Combat Operations

作　　者：王保魁 吴琳[1] 胡晓峰[1] 贺筱媛[1] 李丽 WANG Baokui;WU Lin;HU Xiaofeng;HE Xiaoyuan;LI Li(Joint Operations College,National Defense University,Beijing 100091,China;Department of Navel Equipment,Beijing 100036,China;Unit 61212 of PLA,Beijing 100094,China)

机构地区：[1]国防大学联合作战学院,北京100091 [2]海军装备部,北京100036 [3]解放军61212部队,北京100094

出　　处：《指挥与控制学报》2024年第4期491-501,共11页Journal of Command and Control

基　　金：装备发展部预先研究基金(31502030502,315025406)资助。

摘　　要：为对兵棋推演过程中联合作战指挥员的作战指挥行为进行客观定量评估,提出了一种基于作战行动特征的作战指挥行为评估方法。根据联合作战指挥员指挥作战形成的作战事件序列构建作战事件知识图谱,采用双层图注意力网络和ConvKB模型抽取作战行动特征,基于CatBoost算法对联合作战指挥员的作战指挥行为进行评估。实验结果表明,该方法能够对联合作战指挥员的作战指挥行为进行客观有效评估。The evaluation method for the operational command behaviors based on the characteristics of combat operations is proposed to evaluate the operational command behaviors of joint operation commanders objectively and quantitatively in the process of wargaming.Firstly,the operational event knowledge graph is constructed according to the operational events sequence generated by the joint operational commanders in command of operations,then the characteristics of combat operations are extracted by the two-layer graph attention network and the ConvKB model.Finally,the operational command behaviors of joint operation commanders are evaluated based on CatBoost algorithm.The experimental results show that this method can evaluate the behaviors of joint operational commanders objectively and effectively.

关 键 词：指挥行为评估 作战行动特征 图注意力 联合作战 知识图谱 

分 类 号：E91[军事]