典型文献
Synthetic damage effect assessment through evidential reasoning approach and neural fuzzy inference:Application in ship target
文献摘要：
The damage effect assessment of anti-ship missiles combines system science and weapon science,which can provide reference for the assessment of battlefield damage situation.In order to solve the difficulty of heterogeneous data aggregation and the difficulty in constructing the mapping between factors and damage effect,this paper analyzes the specific damage process of the anti-ship missile to the ship,and proposes a synthetic Evidential Reasoning(ER)-Adaptive Neural Fuzzy Inference System(ANFIS)to assess the damage effect.To solve the problem of fuzziness and uncer-tainty of criteria in the assessment process,the belief structure model is used to transform qualita-tive and quantitative information into a unified mathematical structure,and ER algorithm is used to fuse the information of lower-level criteria.In order to solve the problem of fuzziness and uncer-tainty of the information contained in the first-level variables,and the strong non-linear character-istics of the mapping between first-level variables and damage effect,the ANFIS with self-adaptation and self-learning is constructed.The map between the three first-level variables and damage effect is established,and the interaction process of the various factors in the damage effect assessment are clear.Sensitivity analysis shows that assessment model has good stability.The result analysis and comparative analysis show that the process proposed in this paper can effectively assess the damage effect of anti-ship missiles,and all criteria data are objective and comparable.
文献关键词：
中图分类号：
作者姓名：
Tianle YAO;Run MIAO;Weili WANG;Zhirong LI;Jun DONG;Yajuan GU;Xuefei YAN
作者机构：
Ordnance Engineering College,Naval University of Engineering,Wuhan 430000,China;Xi'an Modern Chemistry Research Institute,Xi'an 710065,China;Department of Equipment Command and Management,Army Engineering University,Shijiazhuang 050003,China;Institute of Systems Engineering,Academy of Military Science,Beijing 100082,China
文献出处：
引用格式：
[1]Tianle YAO;Run MIAO;Weili WANG;Zhirong LI;Jun DONG;Yajuan GU;Xuefei YAN-.Synthetic damage effect assessment through evidential reasoning approach and neural fuzzy inference:Application in ship target)[J].中国航空学报（英文版）,2022(08):143-157
A类：
Evidential
B类：
Synthetic,damage,assessment,through,evidential,reasoning,approach,neural,fuzzy,inference,Application,ship,target,missiles,combines,system,science,weapon,which,can,provide,reference,battlefield,situation,order,solve,difficulty,heterogeneous,data,aggregation,constructing,mapping,between,factors,this,paper,analyzes,specific,process,proposes,synthetic,Reasoning,ER,Adaptive,Neural,Fuzzy,Inference,System,ANFIS,To,problem,fuzziness,uncer,tainty,criteria,belief,structure,model,used,transform,qualita,quantitative,information,into,unified,mathematical,algorithm,fuse,lower,level,contained,first,variables,strong,linear,character,istics,self,adaptation,learning,constructed,three,established,interaction,various,are,clear,Sensitivity,analysis,shows,that,has,good,stability,result,comparative,proposed,effectively,all,objective,comparable
AB值：
0.484843
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