摘要
为解决针对空战决策展开评估过程中出现的复杂性和不确定性问题,构建了面向空战决策的评估指标集并提出以一种基于云模型的云重心法和一致性赋权法相结合的闭环评估法。该方案首先对基础数据进行归一化处理,并建立相对应的空战决策云模型,再根据指标相似性和一致性构建指标集权重,最后选取合适阈值判断评估有效性完成评估方案的闭环反馈。仿真实例表明,该方案确保了评估的准确性和有效性,避免了传统方法出现的随机性问题,真实反映了空战中决策的好坏。
In order to solve the problems of complexity and uncertainty in the evaluation process of air combat decision-making,an evaluation index set for air combat decision-making is constructed and a closed-loop evaluation method based on cloud centroid method and consistency weighting is proposed.Firstly,the basic data are normalized,and the corresponding air combat decision cloud model is established.Then,according to the similarity and consistency of the indicators,the weight of the indicator set is constructed.Finally,the appropriate threshold is selected to judge the validity of the evaluation and complete the closed-loop feedback of the evaluation scheme.The simulation example shows that the scheme ensures the accuracy and validity of the evaluation,avoids the stochastic problem of traditional methods,and truly reflects the decision-making quality in air combat.
作者
徐康发
吴庆宪
邵书义
XU Kangfa;WU Qingxian;SHAO Shuyi(College of Automation Engineering,Nanjing University of Aeronautics and Astronautics,Nanjing 210006,China)
出处
《吉林大学学报（信息科学版）》
CAS
2020年第4期410-418,共9页
Journal of Jilin University（Information Science Edition）
基金
中航工业集团公司洛阳电光设备研究所重点实验室基金重点资助项目(61425040104)。
关键词
空战决策
指标集
云重心法
闭环
air combat decision-making
index set
clustering method
closed loop
