| 一种模糊Modular神经网络模型及其应用 |
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| 引用本文： | 于百胜,黄文虎.一种模糊Modular神经网络模型及其应用[J].强度与环境,2002,29(3):43-46,63. |
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| 作者姓名： | 于百胜 黄文虎 |
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| 作者单位： | 哈尔滨工业大学137信箱,哈尔滨,150001 |
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| 基金项目： | 国家 8 63课题资助项目 |
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| 摘 要： | 将神经网络模糊系统与模糊C均值聚法相结合，对模糊Modular神经网络进行研究，提出了该模糊神经网络模型的多输出结构及其学习算法，据此开发了模糊神经网络诊断系统，并将其用于某电源分系统的诊断分析，运行的结果表明，该网络模型优于一般神经网络。
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| 关 键 词： | 神经网络模型 模糊神经网络 模糊C平均法 Modular网络 |
| 文章编号： | 1006-3919(2002)03-0043-04 |
On a fuzzy Modular Neural Network and Its Applications |
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| YU Bai,sheng,HUANG Wen,hu.On a fuzzy Modular Neural Network and Its Applications[J].Structure & Environment Engineering,2002,29(3):43-46,63. |
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| Authors: | YU Bai sheng HUANG Wen hu |
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| Institution: | Harbin Institute of Technology P.Box 137 Harbin 150001 |
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| Abstract: | Combined with neural network fuzzy system and FCM,fuzzy Modular neural network model is investigated .The architecture and the learning algorithms of the fuzzy neural network model with multi outputs are proposed.Based on this,a diagnostic system of neural network is developed and applied to the diagnostic analysis of the power subsystem.The simulation results show that the proposed model has better performances than the normal neural network. |
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| Keywords: | Fuzzy neural network FCM Modular network |
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