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基于妥协案例推理的作战仿真实验范围迁移
引用本文:马骏,杨镜宇,吴曦.基于妥协案例推理的作战仿真实验范围迁移[J].系统仿真学报,2022,34(7):1568-1581.
作者姓名:马骏  杨镜宇  吴曦
作者单位:1.国防大学 研究生院,北京 1000912.国防大学 联合作战学院,北京 100091
摘    要:作战仿真实验范围通常依靠专家确定,耗费代价较大。为将作战仿真实验的历史数据中关于实验范围选择的知识迁移至新的作战仿真实验案例,提出一种基于妥协策略的案例推理方法。根据案例的数据特点,提出作战仿真实验案例的表示方法;根据案例的结构和属性特点,提出主客观综合赋权的混合相似度计算方法;针对案例检索时出现检索失败和检索结果包含信息量较少的问题,提出基于妥协策略的案例检索方法;根据检索结果的特点,提出实验范围的整合迁移方法。基于历史数据进行了实验分析,证明了方法的有效性。

关 键 词:作战仿真实验  案例推理  妥协策略  案例知识迁移  
收稿时间:2021-01-14

Transfer Method of Operational Simulation Experiment Scope Using Compromised Case-Based Reasoning
Jun Ma,Jingyu Yang,Xi Wu.Transfer Method of Operational Simulation Experiment Scope Using Compromised Case-Based Reasoning[J].Journal of System Simulation,2022,34(7):1568-1581.
Authors:Jun Ma  Jingyu Yang  Xi Wu
Institution:1.Graduate school, National Defense University, Beijing 1000912.Joint Operations College, National Defense University, Beijing 100091
Abstract:The scope of operational simulation experiment is usually determined by experts, which costs relatively high. In order to transfer the knowledge of experimental scope selection from historical data of operational simulation experiment to new operational experiment cases, the method of compromised case-based reasoning is proposed. According to the data characteristics of the case, the representation method of the operational simulation experiment case is proposed; according to the structure and attribute characteristics of the case, the hybrid similarity calculation method of subjective and objective comprehensive weighting is proposed; aiming at the problems of retrieval failure and less information content in the retrieval results, the case retrieval method based on compromise strategy is proposed;according to the characteristics of the retrieval results, the method of integrating and transferring retrieval results is proposed. The effectiveness of the method is proved by experimental analysis based on historical data.
Keywords:operational simulation experiments  CBR(case-Based reasoning)  compromise strategy  case knowledge transfer  
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