| 基于支持向量机的武器系统费用预测分析 |
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| 引用本文： | 蒋铁军,李积源.基于支持向量机的武器系统费用预测分析[J].系统工程理论与实践,2004,24(9):121-124. |
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| 作者姓名： | 蒋铁军 李积源 |
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| 作者单位： | 海军工程大学管理工程系 |
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| 摘 要： | 采用了一种基于支持向量机的武器系统费用预测方法,计算结果表明,这种方法有效解决了神经网络方法出现的过拟合、网络结构难以确定等问题,与传统的方法相比较,有更好的泛化能力,因而该方法可以作为研究此类问题的新途径.
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| 关 键 词： | 支持向量机 武器系统 费用预测 |
| 文章编号： | 1000-6788(2004)09-0121-04 |
| 修稿时间： | 2003年2月27日 |
Forecast Analysis on Weapon System Fee Based on Support Vector Machine |
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| JIANG Tie-jun,LI Ji-yuan.Forecast Analysis on Weapon System Fee Based on Support Vector Machine[J].Systems Engineering —Theory & Practice,2004,24(9):121-124. |
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| Authors: | JIANG Tie-jun LI Ji-yuan |
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| Institution: | Dept of Management Sci, Naval University of Engineering |
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| Abstract: | A method of weapon system fee forecast, based on Support Vector Machine, is adopted. The result has shown, this method efficiently solves the problem of over-fit and network structure confirmation about neural network, and it has better extensive capability than traditional methods. Therefore, it can be viewed as a new approach to research this kind of problem. |
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| Keywords: | support vector machine weapon system fee forecast |
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