| 军用飞机采购价格的RBF神经网络预测 |
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| 引用本文： | 张琦,郭风,郑青,李寿安. 军用飞机采购价格的RBF神经网络预测[J]. 火力与指挥控制, 2007, 32(5): 72-74 |
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| 作者姓名： | 张琦 郭风 郑青 李寿安 |
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| 作者单位： | 空军工程大学工程学院,陕西,西安,710038;空军工程大学工程学院,陕西,西安,710038;空军工程大学工程学院,陕西,西安,710038;空军工程大学工程学院,陕西,西安,710038 |
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| 摘 要： | 分析了现代军用飞机采购价格估算中存在的问题.应用基于k-均值聚类算法的RBF神经网络建立了军用飞机采购价格预测模型,并采用该模型对某型军用飞机采购价格进行了预测.与多元线性回归和BP神经网络的预测结果对比,建立的新型军用飞机采购价格预测模型具有更高的预测精度,为军用飞机采购价格预测提供了一种新的有效方法.
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| 关 键 词： | 军用飞机 采购价格 k-均值聚类 RBF网络 |
| 文章编号： | 1002-0640(2007)05-0072-03 |
| 修稿时间： | 2006-01-15 |
RBF Network Prediction of Military Aircraft Acquisition Cost |
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| ZHANG Qi,GUO Feng,ZHENG Qing,LI Shou-an. RBF Network Prediction of Military Aircraft Acquisition Cost[J]. Fire Control & Command Control, 2007, 32(5): 72-74 |
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| Authors: | ZHANG Qi GUO Feng ZHENG Qing LI Shou-an |
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| Abstract: | The problems of military aircraft acquisition cost estimation are analyzed,RBF based on k-average clustering algorithm network model of military aircraft acquisition cost prediction is proposed.The acquisition cost of a military aircraft is predicted by the model;Compared with traditional linear regression and BP network,the result calculated by the new model is more accurate,and it provides a new valid method for military aircraft acquisition cost prediction. |
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| Keywords: | military aircraft acquisition cost k-average clustering RBF network |
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