基于神经网络的大区域防空信息进攻作战效能评估  

Research on the efficiency evaluation of the large area air defense information attack maneuver based on the neural network

作　　者：梁宇[1] 李保林[1] 王军胜[1] 

机构地区：[1]中国人民解放军防空兵指挥学院,河南郑州450052

出　　处：《现代防御技术》2006年第3期9-13,共5页Modern Defence Technology

摘　　要：建立了大区域防空信息进攻作战效能评估的指标体系。由于指标主观性很强,普通的方法难以取得好的效果,而神经网络以其良好的非线性处理能力,为解决此问题提供了一个好的方法。对应用LMBP神经网络解决大区域防空信息进攻作战效能评估的方法问题进行了探讨,给出了神经网络的算法及评估模型。并通过实例证明了方法的可行性,最后与一般的BP神经网络方法进行了对比,体现了该方法的先进性。Generic methods are hard to settle the problem of the efficiency evaluation of large area air defense information attack because of the subjective index set. And the neural network is well applied to solving the nonlinear problem. The method of efficiency evaluation of the large area air defense information attack maneuver based on the LMBP neural network is introduced. First,the index set is given. Then the theory of LMBP network is explained in detail, and a model is established by applying the LMBP neural network. The advantage is shown by contrast with the method of generic BP neural network.

关 键 词：LMBP神经网络 大区域防空 信息进攻作战 效能评估 

分 类 号：E844[军事—战术学] TP183[自动化与计算机技术—控制理论与控制工程]