基于BP神经网络的某型装备作战效能评估

Operational Efficiency Evaluation of A Certain Equipment Based on BP Neutral Network

某型装备作战效能评估中复杂的非线性关系造成了难以建立评估模型来准确评估其作战效能,利用BP神经网络在处理非线性问题上的优势,建立了BP神经网络某型装备作战效能评估模型。结果表明基于BP神经网络的某型装备作战效能评估模型具有很高的评估准确度,可以很好地反映装备的二级指标和装备作战效能之间的非线性关系,对于提高装备训练水平具有十分重要的意义。

The complex nonlinear relationship in operational efficiency evaluation for a certain equipment makes it difficult to set up an evaluation model to evaluate the operational efficiency exactly.This paper builds up the model of operational efficiency evaluation for a certain equipment based on BP neural network by utilizing the advantages of BP neural network in handling nonlinear problem.The results indicate that the model of operational efficiency evaluation for a certain equipment based on BP neural network has perfect evaluation accuracy,and can reflect the nonlinear relationship between second level index and operational efficiency of the equipment very well,which is of very important meaning for raising the level of equipment training.