| 模糊神经网络的一种快速学习算法 |
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| 引用本文： | 阿孜古丽·牙会甫,帕力旦·吐尔逊,吐尔根·依布拉音.模糊神经网络的一种快速学习算法[J].新疆大学学报(理工版),2007,24(3):349-352. |
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| 作者姓名： | 阿孜古丽·牙会甫 帕力旦·吐尔逊 吐尔根·依布拉音 |
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| 作者单位： | [1]新疆大学信息科学与工程学院计算机系,新疆乌鲁木齐830046 [2]新疆大学研究生院,830046 |
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| 摘 要： | 本文对文献1]《一种改进的模糊参数神经网络学习算法》中提出的F-BP算法进行分析研究，提出了一种效率更好的快速F—BP学习算法．在此算法中对模糊数的计算方法进行改进，减少了模糊神经网络训练及推理中的运算量，从而提高学习效率．
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| 关 键 词： | 模糊神经网络 模糊推理 模糊数 |
| 文章编号： | 1000-2839（2007）03-0349-04 |
| 修稿时间： | 2006-10-10 |
A Fast Learning Algorithm of the Fuzzy-Neural-Network |
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| Arziguli Yakup,Parida Tursun,Tuergun Ibrayim.A Fast Learning Algorithm of the Fuzzy-Neural-Network[J].Journal of Xinjiang University(Science & Engineering),2007,24(3):349-352. |
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| Authors: | Arziguli Yakup Parida Tursun Tuergun Ibrayim |
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| Institution: | Arziguli Yakup, Parida Tursun, Tuergun Ibrayim ( 1. College of Information Science ＆ Engineering, Xinjiang University. Urumqi, Xinjiang 830046, China ; 2. Graduate School of Xinjiang University,Urumqi ,Xinjiang 830046 ,China) |
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| Abstract: | This paper improves the F-BP algorithm which was proposed in 1] 《the 1 earning algorithm of the neural network with bell--shaped fuzzy parameter》 We propose a more efficient and fast F-BP learning algorithm. In this algorithm, we improve the calculation methord of the fuzzy number, and thereby decrease the capacity of the calculation in fuzzy-neural-network training and inference , which improves the learning efficiency. |
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| Keywords: | fuzzy-neural-network fuzzy inference fuzzy number |
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