| 基于LS-SVM的飞机保障性预测评估建模 |
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| 引用本文： | 张篙,张诤敏,胡良谋. 基于LS-SVM的飞机保障性预测评估建模[J]. 火力与指挥控制, 2011, 36(10) |
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| 作者姓名： | 张篙 张诤敏 胡良谋 |
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| 作者单位： | 空军工程大学工程学院,西安,710038 |
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| 摘 要： | 针对飞机保障性预测评估建模难的问题,基于统计学习理论,采用LS-SVM方法,建立了飞机保障性的预测模型。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： | 支持向量机 最小二乘支持向量机 飞机 保障性 |
Forecast Evaluation Modeling of Supportability for Aircraft Based on LS-SVM |
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| ZHANG He,ZHANG Zheng-min,HU Liang-mou. Forecast Evaluation Modeling of Supportability for Aircraft Based on LS-SVM[J]. Fire Control & Command Control, 2011, 36(10) |
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| Authors: | ZHANG He ZHANG Zheng-min HU Liang-mou |
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| Affiliation: | ZHANG He,ZHANG Zheng-min,HU Liang-mou(Engineering Institute,Air Force Engineering University,Xi' an 710038,China) |
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| Abstract: | Aiming at the problem of hard forecast evaluation modeling for supportability,the forecast model of supportability is established by using of LS-SVM method based on statistical learning theory.The simulation results show that LS-SVM has high modeling precision and strong generalization.Therefore the method mentioned above is valid and advanced. |
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| Keywords: | support vector machines least squares support vector machines(LS-SVM) aircraft supportability |
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