SE-DEA-SVM evaluation method of ECM operational disposition scheme  

作　　者：ZHAO Luda WANG Bin HE Jun JIANG Xiaoping 

机构地区：[1]College of Electronic Engineering,National University of Defense Technology,Hefei 230037,China [2]Third Interdisciplinary Center(HeFei),National University of Defense Technology,Hefei 230037,China

出　　处：《Journal of Systems Engineering and Electronics》2022年第3期600-611,共12页系统工程与电子技术（英文版）

基　　金：This work was supported by the Military Postgraduate Funding Project(JY2019C055);Hunan Province Postgraduate Scientific Research Innovation Project(CX20200029).

摘　　要：Operational disposition of electronic countermeasures(ECM)is a hot topic in modern warfare research.Through fully analyzing the characteristics and shortcomings of the traditional operational disposition scheme,a super-efficient data envelopment analysis support vector machine(SE-DEA-SVM)method for evaluating the operational configuration scheme of ECM is proposed.Firstly,considering the subjective and objective factors affecting the operational disposition of ECM,the index system of operational disposition scheme is established,and we explain the solution method of terminal indexs.Secondly,the evaluation and algorithm process of SE-DEA-SVM evaluation method are introduced.In this method,the super-efficient data envelopment analysis(SE-DEA)model is used to calculate the weight of index system,and the support vector machine(SVM)method combined with the training samples of evaluation index is used to obtain the input-output model of evaluation value of combat configuration.Finally,by an example(obtaining five schemes),we verify the SE-DEA-SVM evaluation method and analyze the results.The efficiency analysis,comparison analysis,and error analysis of this method are carried out.The results show that this method is more suitable for military evaluation with small samples,and it has high efficiency,applicability,and popularization value.

关 键 词：electronic countermeasures(ECM) operational dis-position plan evaluation super-efficiency data envelopment analysis(SE-DEA) support vector machine(SVM) 

分 类 号：E91[军事] TN97[电子电信—信号与信息处理]