STUDY ON IDENTIFICATION OF FUZZY T-S MODEL BASED ON GENETIC ALGORITHM

LIAO Jun; ZHU Shiqiang; LIN jianya; REN Dexiang

PDF
Cite
Share

facebook

twitter

google

linkedin

Volume 26 Issue 2

Apr. 1997

Turn off MathJax

Article Contents

Abstract

References

INFORMATION AND CONTROL > 1997 > 26(2): 141-145,150.

LIAO Jun, ZHU Shiqiang, LIN jianya, REN Dexiang. STUDY ON IDENTIFICATION OF FUZZY T-S MODEL BASED ON GENETIC ALGORITHM[J]. INFORMATION AND CONTROL, 1997, 26(2): 141-145,150.

Citation:

LIAO Jun, ZHU Shiqiang, LIN jianya, REN Dexiang. STUDY ON IDENTIFICATION OF FUZZY T-S MODEL BASED ON GENETIC ALGORITHM[J]. INFORMATION AND CONTROL, 1997, 26(2): 141-145,150.

Citation:

LIAO Jun, ZHU Shiqiang, LIN jianya, REN Dexiang. STUDY ON IDENTIFICATION OF FUZZY T-S MODEL BASED ON GENETIC ALGORITHM[J]. INFORMATION AND CONTROL, 1997, 26(2): 141-145,150.

PDF (589 KB)

STUDY ON IDENTIFICATION OF FUZZY T-S MODEL BASED ON GENETIC ALGORITHM

1.
State Key Lab for Fluid Power Transmission and Control, Zhejiang University, Hangzhou 310027
2.
Automation Department, Bao Shan Iron & Steel Group Co, Shanghai 201900

More Information

Received Date: September 01, 1996
Published Date: April 19, 1997

Graphical Abstract

Abstract

Abstract

By using-genetic algorithm, a new approach to identify the fuzzy T-S model that is realized through fuzzy neural network is proposed in this paper. The process of parameter optimization is given in detail. The effectiveness of this approach is testified by a great deal of simulations. Neural network, fuzzy logic and genetic algorithm is fused successfully.
- genetic algorithm,
- T-S model,
- fuzzy neural network,
- identification

FullText(HTML)

References (1)

References

1 廖俊.基于神经网络的模糊控制及其应用研究.浙江大学博士学位论文,1995
2 Takagi T,M Sugeno.Fuzzy Identification of Systems and it s Application to Modeling and Control.IEEE Trans on SMC,1985,15(1)
3 Sugeno M,Kang G T.Structure Identification of Fuzzy Model.Fuzzy Sets and Syst,1988,28(1)
4 Jang J S R.ANFIS Adaptive-net work-based Fuzzy Inference System.IE EE Transon SMC,1993,23(3)
5 Horikawa S I,et al.On Fuzzy Modeling Using Fuzzy Neural Network with the Back-propagation Algorithm.IEEE Transon NNs,1992,3(5)
6 张化光.复杂系统的模糊辨识与模糊自适应控制.沈阳:东北大学出版社,1993

Cited By

Get Citation

PDF

XML

Article views (916) PDF downloads (303)

STUDY ON IDENTIFICATION OF FUZZY T-S MODEL BASED ON GENETIC ALGORITHM

Abstract

References

Catalog

Related

STUDY ON IDENTIFICATION OF FUZZY T-S MODEL BASED ON GENETIC ALGORITHM

Abstract

References

Catalog

Related

Export File

Citation

Format

Content