| 一种结构简单的四层模糊神经网络的设计 |
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| 引用本文： | 侯培国,杨靖.一种结构简单的四层模糊神经网络的设计[J].燕山大学学报,1998,22(4):337-340. |
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| 作者姓名： | 侯培国 杨靖 |
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| 作者单位： | 燕山大学电气工程学院!秦皇岛，066004，燕山大学电气工程学院!秦皇岛，066004，燕山大学电气工程学院!秦皇岛，066004，燕山大学电气工程学院!秦皇岛，066004 |
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| 摘 要： | 给出一种结构简单、权值意义清晰的模糊神经网络的设计方法，该网络可在线从数据中自动提取控制规则，运算速度快、将其用于参数未知的被控对象进行模型参考自适应控制。仿真表明系统具有较强的鲁棒性和自适应能力。
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| 关 键 词： | 神经网络 模糊控制 模型参考控制 |
A Design Method of a 4 Layers Fuzzy Neural Network with Simple Structure |
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| Hou Peiguo,Yang Jing,Lu Zhigang,Wu Shichang.A Design Method of a 4 Layers Fuzzy Neural Network with Simple Structure[J].Journal of Yanshan University,1998,22(4):337-340. |
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| Authors: | Hou Peiguo Yang Jing Lu Zhigang Wu Shichang |
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| Abstract: | This paper presents a design method of a FNN with the simple structure and clear weight-meaning, This network can auto-get control rules through dates on line, and it has fast calculate-speed, This network can be used in model reference adaptive control system to control the plant with unknown parameters, At last simulations show that this system has stronger robustness and adaptive ability, |
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| Keywords: | neural network fuzzy logic control model reference adaptive control |
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