Residential College | false |
Status | 已發表Published |
Generation of Takagi-Sugeno fuzzy systems with minimum rules in modeling and identification | |
Hu C.; Wan F. | |
2011-09-27 | |
Conference Name | IEEE International Conference on Fuzzy Systems (FUZZ 2011) |
Source Publication | IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ 2011) |
Pages | 1910-1917 |
Conference Date | JUN 27-30, 2011 |
Conference Place | Taipei, TAIWAN |
Abstract | An improvement is presented for the tunnel algorithm introduced in [17] for determining the minimum number of rules required by a fuzzy system for modeling and identification in the SISO case. The original tunnel algorithm can deal with only Mamdani type fuzzy systems, while the Testing Point algorithm proposed in this paper, can be used to construct Takagi-Sugeno type fuzzy systems with consequent parts of any order and has the potential to be further extended to the MISO case. Numerical examples are given to illustrate the idea and improvement. |
Keyword | Fuzzy Modeling And Identification Rule Reduction Takagi-sugeno Fuzzy Systems |
DOI | 10.1109/FUZZY.2011.6007695 |
URL | View the original |
Indexed By | SCIE |
Language | 英語English |
WOS Research Area | Computer Science ; Engineering |
WOS Subject | Computer Science, Artificial Intelligence ; Engineering, Electrical & Electronic |
WOS ID | WOS:000295224300288 |
Scopus ID | 2-s2.0-80053062801 |
Fulltext Access | |
Citation statistics | |
Document Type | Conference paper |
Collection | University of Macau |
Corresponding Author | Wan F. |
Affiliation | Universidade de Macau |
First Author Affilication | University of Macau |
Corresponding Author Affilication | University of Macau |
Recommended Citation GB/T 7714 | Hu C.,Wan F.. Generation of Takagi-Sugeno fuzzy systems with minimum rules in modeling and identification[C], 2011, 1910-1917. |
APA | Hu C.., & Wan F. (2011). Generation of Takagi-Sugeno fuzzy systems with minimum rules in modeling and identification. IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ 2011), 1910-1917. |
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