| B样条神经网络的算法设计及应用 |
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| 引用本文： | 景小宁,李全通,南建国.B样条神经网络的算法设计及应用[J].计算机应用与软件,2005,22(7):93-96. |
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| 作者姓名： | 景小宁 李全通 南建国 |
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| 作者单位： | 西北工业大学,陕西,西安,710072;空军工程大学工程学院,陕西,西安,710038 |
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| 摘 要： | B样条神经网络是一个三层前向神经网络，可广泛用于非线性系统的建模、控制和模式识别等领域。本文讨论了一维和多维B样条神经网络的结构和程序算法，用仿真实例分析了算法中参数的选取和算法的有效性，并举例说明其在动态非线性系统故障诊断中的应用。
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| 关 键 词： | B样条神经网络 算法构造 故障诊断 |
THE ALGORITHM DESIGN AND APPLICATION OF B-SPLINE NEURAL NETWORKS |
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| Jing Xiaoning,Li Quantong,Nan Jianguo.THE ALGORITHM DESIGN AND APPLICATION OF B-SPLINE NEURAL NETWORKS[J].Computer Applications and Software,2005,22(7):93-96. |
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| Authors: | Jing Xiaoning Li Quantong Nan Jianguo |
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| Abstract: | B-spline neural network is a three layer feedforward neural network and can be used in modeling,control,pattern recognition for nonlinear systems and other fields.The construction and algorithm of one dimension and multiple dimension B-Spline neural network are discussed,a simulation examples are given to show the selection method of the parameters and the effectiveness of the mehtod,the algorithm is then used to detect the fault of a dynamic nonlinear system. |
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| Keywords: | B-spline neural network Algorithm construction Fault diagnosis |
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