| 基于LS-SVM的飞机飞行事故率的预测建模 |
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| 引用本文： | 胡良谋,徐浩军,孟捷,董新民.基于LS-SVM的飞机飞行事故率的预测建模[J].飞行力学,2009,27(3). |
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| 作者姓名： | 胡良谋 徐浩军 孟捷 董新民 |
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| 作者单位： | 空军工程大学,工程学院,陕西,西安,710038 |
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| 摘 要： | 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.
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| 关 键 词： | 最小二乘支持向量机 飞行事故率 预测建模 |
Forecast Modeling of Flight Accident Rate for Aircraft Based on LS-SVM Method |
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| HU Liang-mou,XU Hao-jun,MENG Jie,DONG Xin-min.Forecast Modeling of Flight Accident Rate for Aircraft Based on LS-SVM Method[J].Flight Dynamics,2009,27(3). |
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| Authors: | HU Liang-mou XU Hao-jun MENG Jie DONG Xin-min |
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| Institution: | The Engineering Institute;Air Force Engineering University;Xi'an 710038;China |
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| Abstract: | Aiming at a hard problem to crack for the forecast modeling for flight 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. |
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