Design of stable type-2 fuzzy logic controllers based on a fuzzy Lyapunov approach

被引：15

作者：

Castillo, Oscar ^{[1
]}

Cazarez, Nohe

Melin, Patricia ^{[2
]}

机构：

[1] Tijuana Inst Technol, Div Grad Studies & Res, Tijuana, Mexico

[2] Tijuana Inst Technol, Div Grad Studies Res Comp Sci, Tijuana, Mexico

来源：

2006 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-5 | 2006年

关键词：

D O I：

10.1109/FUZZY.2006.1682024

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Stability is one of the more important aspects in the traditional knowledge of Automatic Control. Type-2 Fuzzy Logic is an emerging and promising area for Intelligent Control (in this case, Fuzzy Control) applications. We present a design methodology based on the work by Margaliot [9] for the design of Stable Mamdani Type-2 Fuzzy Logic Controllers.

引用

页码：2331 / +

页数：2

共 18 条

[1] Chen G., 2000, INTRO FUZZY SETS FUZ
[2] Design and stability analysis of single-input fuzzy logic controller
Choi, BJ
Kwak, SW
Kim, BK
[J]. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2000, 30 (02): : 303 - 309
[3] Jang J.-S.R., 1997, NEUROFUZZY SOFT COMP
[4] LEE J, 1993, IEEE T FUZZY SYST, V1, P298
[5] A NEW METHODOLOGY FOR DESIGNING A FUZZY-LOGIC CONTROLLER
LI, HX
GATLAND, HB
[J]. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1995, 25 (03): : 505 - 512
[6] Conventional fuzzy control and its enhancement
Li, HX
Gatland, HB
[J]. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 1996, 26 (05): : 791 - 797
[7] EXPERIMENT IN LINGUISTIC SYNTHESIS WITH A FUZZY LOGIC CONTROLLER
MAMDANI, EH
ASSILIAN, S
[J]. INTERNATIONAL JOURNAL OF MAN-MACHINE STUDIES, 1975, 7 (01): : 1 - 13
[8] ADVANCES IN LINGUISTIC-SYNTHESIS OF FUZZY CONTROLLERS
MAMDANI, EH
[J]. INTERNATIONAL JOURNAL OF MAN-MACHINE STUDIES, 1976, 8 (06): : 669 - 678
[9] MARGALIOT M, 2000, NEW APPROACHES FUZZY
[10] Mendel J. M., 2000, UNCERTAIN RULE BASED

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