[1]许飞云,贾民平,钟秉林,等.局部反馈函数联接网络及其应用[J].东南大学学报(自然科学版),1996,26(5):33-38.[doi:10.3969/j.issn.1001-0505.1996.05.007]
 Xu Feiyun,Jia Minping,Zhong Binglin,et al.Locally Recurrent Functional Link Nets and Its Applicantions[J].Journal of Southeast University (Natural Science Edition),1996,26(5):33-38.[doi:10.3969/j.issn.1001-0505.1996.05.007]
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局部反馈函数联接网络及其应用()
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《东南大学学报(自然科学版)》[ISSN:1001-0505/CN:32-1178/N]

卷:
26
期数:
1996年第5期
页码:
33-38
栏目:
自动化
出版日期:
1996-09-20

文章信息/Info

Title:
Locally Recurrent Functional Link Nets and Its Applicantions
作者:
许飞云贾民平钟秉林黄仁
东南大学机械工程系
Author(s):
Xu Feiyun Jia Minping Zhong Binglin Huang Ren
Department of Mechanical Engineering, Southeast University, Nanjing 210018
关键词:
神经网络 系统辨识 非线性时间序列 切削颤振
分类号:
TP202.7
DOI:
10.3969/j.issn.1001-0505.1996.05.007
摘要:
结合时间序列分析方法提出了一种具有局部反馈回路的函数联接网络(LR-FLN)模型,并利用LRFLN对非线性时间序列进行了建模与预报.对网络扩展函数的选取、初始权集的设定、以及网络结构选择和学习算法进行了研究.同时,通过对模拟数据和机床切削颤振数据的建模与预报,将其与常用的时间序列模型(AR、ARMA和指数自回归模型)以及BP网络进行了比较.研究结果表明该方法是可行和有效的..

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备注/Memo

备注/Memo:
国家自然科学基金资助项目
更新日期/Last Update: 2013-04-15