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A New Parameter Identification Method for Type-1 TS Fuzzy Neural Network

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成果类型:
期刊论文、会议论文
作者:
Gao, Tao*;Li, Long;Zhang, Zhen;Sun, Zhanquan;Wang, Jian
通讯作者:
Gao, Tao
作者机构:
[Gao, Tao] China Univ Petr, Coll Informat & Control Engn, Qingdao 266580, Peoples R China.
[Li, Long] Hengyang Normal Univ, Coll Math & Stat, Hengyang 421000, Peoples R China.
[Wang, Jian; Zhang, Zhen] China Univ Petr, Coll Sci, Qingdao 266580, Peoples R China.
[Sun, Zhanquan] Shandong Comp Sci Ctr, Shandong Prov Key Lab Comp Networks, Jinan 250014, Shandong, Peoples R China.
通讯机构:
[Gao, Tao] C
China Univ Petr, Coll Informat & Control Engn, Qingdao 266580, Peoples R China.
语种:
英文
关键词:
Takagi-Sugeno;Gaussian;Softmin;Conjugate gradient
期刊:
Lecture Notes in Computer Science
ISSN:
0302-9743
年:
2018
卷:
10878
页码:
200-207
会议名称:
15th International Symposium on Neural Networks (ISNN)
会议论文集名称:
Lecture Notes in Computer Science
会议时间:
JUN 25-28, 2018
会议地点:
Minsk, BELGIUM
会议主办单位:
[Gao, Tao] China Univ Petr, Coll Informat & Control Engn, Qingdao 266580, Peoples R China.^[Li, Long] Hengyang Normal Univ, Coll Math & Stat, Hengyang 421000, Peoples R China.^[Zhang, Zhen;Wang, Jian] China Univ Petr, Coll Sci, Qingdao 266580, Peoples R China.^[Sun, Zhanquan] Shandong Comp Sci Ctr, Shandong Prov Key Lab Comp Networks, Jinan 250014, Shandong, Peoples R China.
会议赞助商:
Belarusian State Univ, Dalian Univ Technol, City Univ Hong Kong, IEEE Computat Intelligence Soc, Int Neural Network Soc, Polish Neural Network Soc, Russian Neural Network Soc
主编:
Huang, T Lv, J Sun, C Tuzikov, AV
出版地:
GEWERBESTRASSE 11, CHAM, CH-6330, SWITZERLAND
出版者:
SPRINGER INTERNATIONAL PUBLISHING AG
ISBN:
978-3-319-92537-0; 978-3-319-92536-3
基金类别:
National Natural Science Foundation of ChinaNational Natural Science Foundation of China (NSFC) [61305075]; Natural Science Foundation of Shandong ProvinceNatural Science Foundation of Shandong Province [ZR2015AL014, ZR201709220208]; Fundamental Research Funds for the Central UniversitiesFundamental Research Funds for the Central Universities [15CX08011A, 18CX02036A]
机构署名:
本校为其他机构
院系归属:
数学与统计学院
摘要:
Conjugate gradient methods can be used with advantages such as fast convergence and low memory requirement in real applications. A conjugate gradient-based neuro-fuzzy learning algorithm for zero-order Takagi-Sugeno inference systems is proposed in this paper. Compared with the existing gradient-based algorithm, this m...

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