摘要
文章介绍了神经网络的基本原理和方法,在系统分析装备维修保障能力的各种影响因素的基础上,构建了装备维修保障能力评估指标体系。接着详细设计了用于评估装备维修保障能力的神经网络模型,并利用Matlab仿真软件对结果进行了计算和分析。结果表明BP神经网络具有很强的解决复杂非线性问题的特点,适用于对装备保障固有能力的分析和评估。
firstly, the basic principle and method of BP neural network are introduced in this paper, and an evaluation index system about the maintenance support capability is constructed based on influence factor analysis. Then the paper designs a neural network model about the maintenance support capability in detail, and the result is calculated and analyzed by using simulation software MATLAB. It is proved that the BP neural network can well resolve a complex nonlinearity rciation problem and be suit to analyze and evaluate the inherent ability of equipment support.
出处
《电脑与信息技术》
2009年第5期28-31,共4页
Computer and Information Technology
关键词
BP神经网络
维修保障能力
评估
BP neural network
the maintenance support capability
evaluation
