| 基于最小二乘支持向量机控制器的研究 |
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| 引用本文： | 胡兴武,罗毅.基于最小二乘支持向量机控制器的研究[J].黑龙江电力,2011,33(2):98-101. |
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| 作者姓名： | 胡兴武 罗毅 |
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| 作者单位： | 华北电力大学控制与计算机工程学院,北京,102206 |
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| 摘 要： | 阐述了支持向量机与最小二乘支持向量机的特点,设计了基于最小二乘支持向量机的控制器,该控制器构成的系统学习与泛化能力强、抗干扰效果好,并利用垃圾焚烧炉的估计模型进行了仿真.仿真结果表明,该方法抗干扰效果好,适应性强.
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| 关 键 词： | 支持向量机 最小二乘支持向量机 控制器 网格搜索 |
Study on controller based on least squares support vector machine |
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| HU Xingwu,LUO Yi.Study on controller based on least squares support vector machine[J].Heilongjiang Electric Power,2011,33(2):98-101. |
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| Authors: | HU Xingwu LUO Yi |
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| Affiliation: | (School of Control and Computer Engineering,North China Electric Power University,Beijing 102206,China) |
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| Abstract: | This paper introduces the characteristics of support vector machine and least squares support vector machine,designs the controller based on least squares support vector machine.The system constituted by the controller has high ability of learning,generalization and disturbance prevention. |
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| Keywords: | support vector machine least squares support vector machine controller grid search |
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