基于支持向量机的舰艇抗冲击生命力分析

ANALYSIS OF ANTI-IMPACTED VITAL FORCE OF WARSHIPS BASED ON SVM

针对以往舰艇生命力分析中的一些不足之处提出了一种新的分析方法,该方法将舰艇抗冲击生命力的评估问题作为一个分类问题进行处理.它采用支持向量机技术,根据有限的学习样本建立了预测舰艇在冲击荷载作用下生命力的计算模型.计算实例表明,该方法准确率较高,具有广泛的应用前景.

In order to overcome some shortcomings of the former analysis methods,this paper proposed a new method to analyse warships' vital force, which regarded the problem of warships' vital force evaluation as the classification problem . The technique of Support Vector Machine was applied in this method, and the calculation model predicting the vital force of the impacted warships was established. As an illustrative instance,the vital force of a warship's subsystem was calculated, which showed that the method was highly efficient and it could be applied extensively .