[1]路兆梅,匡文生.自组织增强学习模糊神经网控制器的设计[J].东南大学学报(自然科学版),1999,29(4):109-112.[doi:10.3969/j.issn.1001-0505.1999.04.023]
 Lu Zhaomei,Kuang Wensheng.Design of Fuzzy Neural Network Controller Used Reinfor Cement Learning[J].Journal of Southeast University (Natural Science Edition),1999,29(4):109-112.[doi:10.3969/j.issn.1001-0505.1999.04.023]
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自组织增强学习模糊神经网控制器的设计()
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《东南大学学报(自然科学版)》[ISSN:1001-0505/CN:32-1178/N]

卷:
29
期数:
1999年第4期
页码:
109-112
栏目:
自动化
出版日期:
1999-07-20

文章信息/Info

Title:
Design of Fuzzy Neural Network Controller Used Reinfor Cement Learning
作者:
路兆梅 匡文生
东南大学自动控制系, 南京 210096
Author(s):
Lu Zhaomei Kuang Wensheng
Department of Automatic Control, Southeast University, Nanjing 210096
关键词:
模糊神经网控制器 在线学习 增强学习
Keywords:
fuzzy neural network controller online learning reinforcement learning
分类号:
TP273
DOI:
10.3969/j.issn.1001-0505.1999.04.023
摘要:
给出了一套利用增强信号进行模糊神经网控制器设计的方法,提出了一个神经网控制器在线增强学习的算法,并把所设计的增强学习神经网控制器用于对象的仿真和具体温控炉的现场运行,结果证明设计的思想和方法是正确的.
Abstract:
The design method of fuzzy neural network controller using on-line reinforcement learning algorithm is presented. An improvement for this algorithm is proposed. Using this design method to simulation of plant and operation of a practice oven, the results show that the proposed idea and method are acceptable. 

参考文献/References:

[1] Karayiannis N B,Venesanopoulos A N,Efficient learning algorithms for neural networks(ELEANNE).IEEE Trans on Syst,Man and Cyber,1993,23(5):1372~1383
[2] Jyh-shing Roger Jang.ANFIS:Adaptive-network-based fuzzy inference system.IEEE Trans on Syst,Man and Cyber,1993,23(3):665~685
[3] Lin Chin-teng,Lee C S G.Neural-network-based fuzzy logic control and decision system.IEEE Trrans,Computer,1991,40(12):1320~1335
[4] Lin Chin-teng,Lee C S G.Reinforcement structure/parameter learning for neural-network-based fuzzy logic control systems,IEEE Trans Fuzzy Systems.1994,2(1):46~63

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 Xu Qinghong,Dai Xianzhong.Improved ANN-inversion control scheme of excitation and valve system for turbogenerator[J].Journal of Southeast University (Natural Science Edition),2010,40(4):1196.[doi:10.3969/j.issn.1001-0505.2010.06.013]

备注/Memo

备注/Memo:
第一作者:男, 1941年生, 副教授.
更新日期/Last Update: 1999-07-20