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基于改进BP算法的复杂武器系统健康状态评估
引用本文:阳再清,刘志强.基于改进BP算法的复杂武器系统健康状态评估[J].宇航计测技术,2014,33(6):84-88.
作者姓名:阳再清  刘志强
作者单位:1、第二炮兵工程大学,西安 710025; ; 2.、西安工程大学,西安 710048
摘    要:根据复杂武器系统指标体系的确定原则:系统性原则、完整性原则、独立性原则、可比性原则、可操作性原则和定性与定量相结合的原则,建立了某复杂武器系统健康指标体系;分析了基本BP神经网络的优点及BP算法的缺陷,研究了一种改进的BP算法;建立了某复杂武器系统健康管理BP神经网络结构;对某复杂武器系统健康状态进行了评估,验证了指标体系的合理性。

关 键 词:武器系统    神经网络    反向传播    健康管理    指标体系

Evaluation of Health State for Complex Weapon System Based on Improved BP Arithmetic
WANG Ai-liang,ZHENG Yu-hang,WANG Ai-li,NING Zi-cheng.Evaluation of Health State for Complex Weapon System Based on Improved BP Arithmetic[J].Journal of Astronautic Metrology and Measurement,2014,33(6):84-88.
Authors:WANG Ai-liang  ZHENG Yu-hang  WANG Ai-li  NING Zi-cheng
Institution:1、The Second Artillery Engineering University, Xi′an 710025; 2、Xi An Polytechnic University, Xi′an 710048
Abstract:According to the principle of index system for weapon system: systemic principle, integrity principle, independence principle, the comparability principle, operational principle and the principle of combining qualitative with quantitative, the health index system of one complex weapon system is set up; the advantage of BPNN and the disadvantage of BP arithmetic is ananyzed, and one improved BP arithmetic is put forward; the BPNN structure of one complex weapon system is based; the health state of the complex weapon system is evaluated, and the rationality of index system is validated.
Keywords:Weapon system                                                                                                                        Neural network                                                                                                                        Back propagation                                                                                                                        Health management                                                                                                                        Index system
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