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一种新型的模糊神经网络及其应用

Fuzzy System Identification Based on Fuzzy Neural Network

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【作者】 田民乐刘少民

【Author】 Tian Minle; Liu Shaomin(University of Science &. Technology Beijing,Beijing, 100083)

【机构】 北京科技大学自动化系!北京100083

【摘要】 本文提出了一种新型的模糊神经网络,从理论上论证了其推理的合理性和逼近能力,同时应用于系统辨识,取得较好的效果。

【Abstract】 A new kind of FNN is put forward in this paper, which is applied to Fuzzy SystemIdentification. This network has the following characteristics: simple construction, clearinference,apt to absorb experts’ experience, easy to extend to multiple demension systemand it has industrial prastical value. The theory and examples prove the fact that the kind ofnet is reasonable and has powerful approaching ability. Its identification result and convergence are very good.

  • 【文献出处】 模糊系统与数学 ,FUZZY SYSTEMS AND MATHEMATICS , 编辑部邮箱 ,1998年04期
  • 【分类号】O159
  • 【被引频次】25
  • 【下载频次】119
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