武器系统经济性参数的支持向量机方法分析

Analysis of economic parameter of weapon system based on support vector machine

采用一种基于支持向量机的武器系统费用分析方法.计算结果表明,这种方法有效解决了参数法对样本量要求较高以及对非线性问题处理能力较弱等问题.与传统方法相比较,有更好的拟合精度和泛化能力,因而该方法可以作为研究此类问题的新途径.

A method of fee analysis of weapon system, based on support vector machinetheory, is adopted. The results show, that this method efficiently solvesthe problems such as high request of parameter method for the quantity of samples, strong capability to solve the nonlinear problem, and etc. In comparison with the traditional methods it should have better fitting precision and extensive capability. Therefore, it can be viewed as a new approach to research this kind of problem.