| RBF神经网络的C4ISR系统效能评估 |
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| 引用本文： | 欧立铭,徐晓刚,王斌. RBF神经网络的C4ISR系统效能评估[J]. 火力与指挥控制, 2011, 36(10): 9-10,14 |
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| 作者姓名： | 欧立铭 徐晓刚 王斌 |
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| 作者单位： | 1. 海军大连舰艇学院,辽宁大连,116018
2. 海军蚌埠士官学校,安徽蚌埠,233012 |
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| 基金项目： | 国家自然科学基金(60975016); 辽宁省自然科学基金资助项目(20082176) |
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| 摘 要： | 针对当前效能评估方法存在人为因素干扰的问题,并考虑到RBF网络具有收敛速度快,无局部极小优点等优点,建立了基于RBF网络的C4ISR系统效能评估模型.模型采用K-均值聚类算法确定隐层节点数据中心和扩展常数;用最小二乘法进行输出层权值的修正;为防止病态,用目标总函数动态地确定隐节点的个数.最后,将得到的结果和BP网络输出...
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| 关 键 词： | C4ISR 效能评估 RBF网络 |
The Effectiveness Evaluation of C~4ISR System Based on RBF Networks |
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| OU Li-ming,XU Xiao-gang,WANG Bin. The Effectiveness Evaluation of C~4ISR System Based on RBF Networks[J]. Fire Control & Command Control, 2011, 36(10): 9-10,14 |
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| Authors: | OU Li-ming XU Xiao-gang WANG Bin |
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| Affiliation: | OU Li-ming1,XU Xiao-gang1,WANG Bin2(1.Dalian Naval Academy,Dalian 116018,China,2.Bengbu Naval Petty Officer Academy,Bengbu 233012,China) |
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| Abstract: | In allusion to the problem that the currently method to evaluate effectiveness has man-made factor and considering that the RBF networks converges very fast without any part infinitesimal node etc.The text adopted the aim-total-function dynamically selecting the number of concealed locations,founded a model of effectiveness evaluation of the C4ISR system.The model adopted K-means clustering to confirm the data center and the extend constant of the concealed locations and the total least square method to ame... |
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| Keywords: | C4ISR effectiveness evaluation RBF networks |
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