运用BP神经网络的雷达模拟训练考核评估方法

Simulation Training Assessment of Radar-Brigade Using BP Neural Network

针对雷达兵部队模拟训练考核评估问题,研究了雷达兵部队模拟训练考核评估指标体系,提出了运用BP神经网络的考核评估方法,构建了BP神经网络评估模型,并用实际数据验证了模型的可行性和考核结果的客观性、可靠性、有效性,具有其他评估方法难以比拟的优势。为雷达兵分队模拟训练考核评估提供一种科学依据和新方法,也为模拟训练考核评估软件平台的设计奠定了一定的基础。

Aiming at the issue of simulation training assessment of radar-brigade, the simulation training assessment of radar-brigade index is proposed and a method based on BP neural network is given. The BP neural network assessment is constructed, and the feasibility of model, the objectivity, reliability and validity of the assessment results are verified with the actual data, which shows that it has the advantages that other assessment methods lack. The method also provides a scientific basis and a new means for the simulation training assessment of radar-brigade, laying a foundation for the design of the software platform of the simulation training assessment.