基于支持向量机的战套器材组配决策研究

Research on Decisions of Air Material Complete Sets Based on Support Vector Machine

通过交叉验证找出影响战套组配的3个重要参数的取值,并构建飞机的战套器材组配决策模型,最后利用libsvm工具包对某型军用飞机的战套组配的可行性进行了分析。结果表明：基于支持向量机的战套器材组配决策是可行的。

In order to improve the speed of machine learning this paper uses an improved arithmetic which can find the influence of three important parameters in SVM exactly. Then the decision model of air material complete sets is proposed, by which we estimate complete sets of an aircraft with libsvm. The simulation results prove the decisicon is feasible.