Orthogonal-least-squares and backpropa- gation hybrid learning algorithm for interval A2-C1 singleton type-2 Takagi-Sugeno-Kang fuzzy logic systems

Gerardo M. Méndez; J. Cruz Martinez; David S. González; F. Javier Rendón-Espinoza

doi:10.3233/his-130188

Orthogonal-least-squares and backpropa- gation hybrid learning algorithm for interval A2-C1 singleton type-2 Takagi-Sugeno-Kang fuzzy logic systems

International Journal of Hybrid Intelligent Systems ◽

10.3233/his-130188 ◽

2014 ◽

Vol 11 (2) ◽

pp. 125-135 ◽

Cited By ~ 4

Author(s):

Gerardo M. Méndez ◽

J. Cruz Martinez ◽

David S. González ◽

F. Javier Rendón-Espinoza

Keyword(s):

Fuzzy Logic ◽

Least Squares ◽

Learning Algorithm ◽

Hybrid Learning ◽

Fuzzy Logic Systems ◽

Orthogonal Least Squares ◽

Hybrid Learning Algorithm ◽

Logic Systems ◽

Takagi Sugeno

Download Full-text

Interval Type-2 TSK Fuzzy Logic Systems Using Hybrid Learning Algorithm

The 14th IEEE International Conference on Fuzzy Systems, 2005. FUZZ '05. ◽

10.1109/fuzzy.2005.1452398 ◽

2005 ◽

Cited By ~ 34

Author(s):

G.M. Mendez ◽

O. Castillo

Keyword(s):

Fuzzy Logic ◽

Learning Algorithm ◽

Hybrid Learning ◽

Fuzzy Logic Systems ◽

Hybrid Learning Algorithm ◽

Logic Systems ◽

Interval Type

Download Full-text

Hybrid learning for interval type-2 fuzzy logic systems based on orthogonal least-squares and back-propagation methods

Information Sciences ◽

10.1016/j.ins.2008.08.008 ◽

2009 ◽

Vol 179 (13) ◽

pp. 2146-2157 ◽

Cited By ~ 40

Author(s):

Gerardo M. Méndez ◽

M. de los Angeles Hernandez

Keyword(s):

Fuzzy Logic ◽

Least Squares ◽

Back Propagation ◽

Hybrid Learning ◽

Fuzzy Logic Systems ◽

Orthogonal Least Squares ◽

Logic Systems ◽

Propagation Methods ◽

Interval Type

Download Full-text

Orthogonal-back propagation hybrid learning algorithm for type-2 fuzzy logic systems

IEEE Annual Meeting of the Fuzzy Information, 2004. Processing NAFIPS '04. ◽

10.1109/nafips.2004.1337423 ◽

2004 ◽

Cited By ~ 9

Author(s):

G.M. Mendez

Keyword(s):

Fuzzy Logic ◽

Learning Algorithm ◽

Back Propagation ◽

Hybrid Learning ◽

Fuzzy Logic Systems ◽

Hybrid Learning Algorithm ◽

Logic Systems

Download Full-text

HYBRID LEARNING ALGORITHM FOR INTERVAL TYPE-2 FUZZY LOGIC SYSTEMS

Control and Intelligent Systems ◽

10.2316/journal.201.2006.3.201-1552 ◽

2006 ◽

Vol 34 (3) ◽

Cited By ~ 3

Author(s):

G.M. Méndez ◽

L.A. Leduc

Keyword(s):

Fuzzy Logic ◽

Learning Algorithm ◽

Hybrid Learning ◽

Fuzzy Logic Systems ◽

Hybrid Learning Algorithm ◽

Logic Systems ◽

Interval Type

Download Full-text

Interval singleton type-2 TSK fuzzy logic systems using orthogonal least-squares and backpropagation methods as hybrid learning mechanism

2011 11th International Conference on Hybrid Intelligent Systems (HIS) ◽

10.1109/his.2011.6122142 ◽

2011 ◽

Cited By ~ 1

Author(s):

Gerardo M. Mendez ◽

Maria de los Angeles Hernandez ◽

David S. Gonzalez ◽

Ismael Lopez-Juarez

Keyword(s):

Fuzzy Logic ◽

Least Squares ◽

Hybrid Learning ◽

Fuzzy Logic Systems ◽

Learning Mechanism ◽

Orthogonal Least Squares ◽

Logic Systems

Download Full-text

Hybrid learning mechanism for interval A2-C1 type-2 non-singleton type-2 Takagi–Sugeno–Kang fuzzy logic systems

Information Sciences ◽

10.1016/j.ins.2012.01.024 ◽

2013 ◽

Vol 220 ◽

pp. 149-169 ◽

Cited By ~ 35

Author(s):

Gerardo M. Méndez ◽

Maria de los Angeles Hernández

Keyword(s):

Fuzzy Logic ◽

Hybrid Learning ◽

Fuzzy Logic Systems ◽

Learning Mechanism ◽

Logic Systems ◽

Takagi Sugeno

Download Full-text

A hybrid learning method composed by the orthogonal least-squares and the back-propagation learning algorithms for interval A2-C1 type-1 non-singleton type-2 TSK fuzzy logic systems

Soft Computing ◽

10.1007/s00500-014-1287-8 ◽

2014 ◽

Vol 19 (3) ◽

pp. 661-678 ◽

Cited By ~ 17

Author(s):

María de los Angeles Hernandez ◽

Patricia Melin ◽

Gerardo M. Méndez ◽

Oscar Castillo ◽

Ismael López-Juarez

Keyword(s):

Fuzzy Logic ◽

Least Squares ◽

Learning Algorithms ◽

Back Propagation ◽

Hybrid Learning ◽

Learning Method ◽

Fuzzy Logic Systems ◽

Orthogonal Least Squares

Download Full-text

Type-1 Non-singleton Type-2 Takagi-Sugeno-Kang Fuzzy Logic Systems Using the Hybrid Mechanism Composed by a Kalman Type Filter and Back Propagation Methods

Lecture Notes in Computer Science - Hybrid Artificial Intelligence Systems ◽

10.1007/978-3-642-13769-3_52 ◽

2010 ◽

pp. 429-437 ◽

Cited By ~ 5

Author(s):

Gerardo M. Mendez ◽

Angeles Hernández ◽

Alberto Cavazos ◽

Marco-Tulio Mata-Jiménez

Keyword(s):

Fuzzy Logic ◽

Back Propagation ◽

Fuzzy Logic Systems ◽

Hybrid Mechanism ◽

Logic Systems ◽

Propagation Methods ◽

Takagi Sugeno

Download Full-text

Hybrid Learning for General Type-2 TSK Fuzzy Logic Systems

Algorithms ◽

10.3390/a10030099 ◽

2017 ◽

Vol 10 (3) ◽

pp. 99 ◽

Cited By ~ 8

Author(s):

Mauricio Sanchez ◽

Juan Castro ◽

Violeta Ocegueda-Miramontes ◽

Leticia Cervantes

Keyword(s):

Fuzzy Logic ◽

General Type ◽

Hybrid Learning ◽

Fuzzy Logic Systems ◽

Logic Systems

Download Full-text

Two-pass orthogonal least-squares algorithm to train and reduce fuzzy logic systems

Proceedings of 1994 IEEE 3rd International Fuzzy Systems Conference ◽

10.1109/fuzzy.1994.343651 ◽

2002 ◽

Cited By ~ 16

Author(s):

J. Hohensohn ◽

J.M. Mendel

Keyword(s):

Fuzzy Logic ◽

Least Squares ◽

Fuzzy Logic Systems ◽

Orthogonal Least Squares ◽

Least Squares Algorithm ◽

Logic Systems

Download Full-text