基于LS-SVM的飞机飞行事故率的预测建模

Forecast Modeling of Flight Accident Rate for Aircraft Based on LS-SVM Method

针对飞行事故率预测建模难的问题,基于统计学习理论,采用LS-SVM方法,建立了飞行事故率的预测模型。仿真试验结果表明,LS-SVM具有很高的建模精度和较强的泛化能力,从而验证了该方法的有效性和先进性。

Aiming at a hard problem to crack for the forecast modeling for/light accident rates, the forecast model of flight accident rates is established by using of the LS-SVM method based on statistical learning theory. The simulation results show that this LS-SVM method has high modeling precision and strong generalization. Therefore the method mentioned above is valid and advanced.