| GA-BP神经网络在伺服系统辨识中的应用 |
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| 引用本文： | 李昕奇,金勇.GA-BP神经网络在伺服系统辨识中的应用[J].机械制造与自动化,2012,41(1):90-92. |
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| 作者姓名： | 李昕奇 金勇 |
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| 作者单位： | 1. 南京理工大学机械工程学院,江苏南京,210094
2. 总装工程兵驻武汉军事代表室,湖北武汉,430073 |
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| 摘 要： | 针对BP算法在系统辨识应用中的不足,提出了一种基于遗传算法(GA)的BP神经网络建模方法.该算法充分利用了遗传算法和BP算法各自的优点.采用该算法完成了具有复杂非线性的某伺服系统的建模工作.实验结果表明了该算法的有效性.
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| 关 键 词： | 遗传算法 BP 伺服系统 辨识 |
Identification of Servo System Based on GA-BP ANN |
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| LI Xin-qi
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JIN Yong.Identification of Servo System Based on GA-BP ANN[J].Machine Building & Automation,2012,41(1):90-92. |
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| Authors: | LI Xin-qi JIN Yong |
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| Affiliation: | 1.School of Mechanical Engineering,Nanjing University of Science and Technology,Nanjing 210094,China;2.Military Representative Office of the General Armaments Department in Wuhan Area,Wuhan 430073,China) |
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| Abstract: | For the shortage of BP neural network algorithm in identification of Servo System,this paper introduces a method for identification based on GA-BP.The algorithm has full advantages of genetic algorithm and BP algorithm.The method is used to settle the modeling problem of the Servo System with complex non-linear characteristics.The experimental results show that this method is effective. |
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| Keywords: | GA BP servo system identification |
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