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Synthetic damage effect assessment through evidential reasoning approach and neural fuzzy inference:Application in ship target

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Chinese Journal of Aeronautics 2022年第8期35卷 143-157页

作者： Tianle YAO Run MIAO Weili WANG Zhirong LI Jun DONG Yajuan GU Xuefei YAN Ordnance Engineering College Naval University of EngineeringWuhan 430000China Xi’an Modern Chemistry Research Institute Xi'an 710065China Department of Equipment Command and Management Army Engineering UniversityShijiazhuang 050003China Institute of Systems Engineering Academy of Military ScienceBeijing 100082China

The damage effect assessment of anti-ship missiles combines system science and weapon science,which can provide reference for the assessment of battlefield damage *** 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 *** solve the problem of fuzziness and uncertainty of criteria in the assessment process,the belief structure model is used to transform qualitative and quantitative information into a unified mathematical structure,and er algorithm is used to fuse the information of lower-level *** order to solve the problem of fuzziness and uncertainty of the information contained in the first-level variables,and the strong non-linear characteristics of the mapping between first-level variables and damage effect,the ANFIS with selfadaptation and self-learning is *** 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 *** analysis shows that assessment model has good *** 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.

关键词： ANFIS Belief structure model Damage effect assessment er approach Ship target

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