| 一类非线性混沌系统的RBF神经网络控制 |
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| 引用本文： | 谭文,王耀南. 一类非线性混沌系统的RBF神经网络控制[J]. 电机与控制学报, 2004, 8(4): 303-306 |
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| 作者姓名： | 谭文 王耀南 |
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| 作者单位： | 1. 湖南科技大学,信息与电气工程学院,湖南,湘潭,411201;湖南大学,电气与信息工程学院,湖南,长沙,410082
2. 湖南大学,电气与信息工程学院,湖南,长沙,410082 |
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| 基金项目： | 国家自然科学基金资助项目(60375001,60075008,60102010)湖南省自然科学基金资助项目(03JJY3107) |
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| 摘 要： | 设计了一种基于径向基函数网络(RBFNs)的混沌非线性动力系统控制方法，将嵌入在混沌吸引子中不稳定周期轨道镇定到稳定不动点。用Logistic方程和Henon映射作数值仿真实验，证明了该方法的有效性。
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| 关 键 词： | 非线性混沌系统 RBF神经网络 离散系统 控制方法 数值仿真 |
| 文章编号： | 1007-449X(2004)04-0303-04 |
| 修稿时间： | 2003-05-19 |
Control for a class of nonlinear chaotic systems using radial basis function network |
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| TAN Wen,WANG Yao-NanSchool of information and Electrical Engineering,Hunan University of Science and Technology,Xiangtan ,China,College of Electrical and Information Engineering,Hunan University,Changsha ,China. Control for a class of nonlinear chaotic systems using radial basis function network[J]. Electric Machines and Control, 2004, 8(4): 303-306 |
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| Authors: | TAN Wen WANG Yao-NanSchool of information Electrical Engineering Hunan University of Science Technology Xiangtan China College of Electrical Information Engineering Hunan University Changsha China |
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| Affiliation: | TAN Wen,WANG Yao-NanSchool of information and Electrical Engineering,Hunan University of Science and Technology,Xiangtan 411201,China,College of Electrical and Information Engineering,Hunan University,Changsha 410082,China |
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| Abstract: | A general method based on radial basis function networks (RBFNs) for the chaotic nonlinear dynamical system is presented to achieve and maintain control of the unstable periodic orbits embedded in a chaotic attractor. The simulation results of Logistic equation and Henon map illustrate the effectiveness of the proposed technique. |
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| Keywords: | chaos control unstable periodical orbit radial basis function networks attractor |
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