| 0模糊联想存储器及自适应学习算法在地震预报中的应用 |
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| 引用本文： | 吴耿锋,王炜,周佩玲,黄冰树,于万军,庄昆元,李东升.0模糊联想存储器及自适应学习算法在地震预报中的应用[J].中国科学技术大学学报,1996(2). |
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| 作者姓名： | 吴耿锋 王炜 周佩玲 黄冰树 于万军 庄昆元 李东升 |
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| 作者单位： | 中国科技大学电子技术部，安徽省地震局，上海市地震局 |
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| 摘 要： | 介绍了模糊联想存储器ＦＡＭ（ＦｕｚｚｙＡｓｓｏｃｉａｔｉｖｅＭｅｍｏｒｙ）的基本结构、ＦＡＭ的自适应学习算法以及ＦＡＭ推理机的原理，并成功地将其用于地震预报专家系统中．其成果表现为：在知识获取方面，用积空间聚类的方法，自适应地产生地震预报规则；在推理方面，用ＦＡＭ推理机实现了对结构性语言经验的综合推理．
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| 关 键 词： | 模糊联想存储器，模糊神经网络，专家系统，积空间聚类，自适应学习 |
Fuzzy Associative Memory and Adaptive Learning Algorithms and their Applications to Earthquake Prediction |
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| Wu Gengfeng,Wang Wei,Zhou Peiling,Huang Bingshu,Yu Wanjun, Zhuang Kunyuan,Li Dongsheng.Fuzzy Associative Memory and Adaptive Learning Algorithms and their Applications to Earthquake Prediction[J].Journal of University of Science and Technology of China,1996(2). |
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| Authors: | Wu Gengfeng Wang Wei Zhou Peiling Huang Bingshu Yu Wanjun Zhuang Kunyuan Li Dongsheng |
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| Institution: | Department of Electronic Technology Anhui Bureau of Earthquake Shanghai Bureau of Earthquake |
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| Abstract: | The architecture of Fuzzy Associative Memory(FAM),adaptive learning algorithms of FAM and its improvements and FAM inference engine are introduced in the paper.Their applications to the expert system of earthquake prediction are presented as well.Two advantages have been obtained from the applications.First,the earthquake prediction rules can be adaptively produced with adaptive clustering algorithm; Secondly,synthetic inference to the structured knowledge can be realized with FAM inference engine. |
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| Keywords: | fuzzy associative memory fuzzy neural network expert tystem product-space clustering adaptive learning |
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