Hierarchical decomposition of fuzzy controllers based on meta-knowledge.

Luis Magdalena; Félix Monasterio-Huelin; Cristina Rivero

Mathware and Soft Computing (1998)

  • Volume: 5, Issue: 2-3, page 291-304
  • ISSN: 1134-5632

Abstract

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This paper focuses on the problem of decomposing multivariable fuzzy controllers using a hierarchical approach based on the application of meta-knowledge. Usually, hierarchical fuzzy systems are based on a cascade structure of fuzzy logic controllers where the output of each level is considered as one of the inputs to the following level. The paper introduces a different approach to the idea of hierarchy, where the output of a level is considered not as input to the following level controller but as a semantics modifier.

How to cite

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Magdalena, Luis, Monasterio-Huelin, Félix, and Rivero, Cristina. "Hierarchical decomposition of fuzzy controllers based on meta-knowledge.." Mathware and Soft Computing 5.2-3 (1998): 291-304. <http://eudml.org/doc/39154>.

@article{Magdalena1998,
abstract = {This paper focuses on the problem of decomposing multivariable fuzzy controllers using a hierarchical approach based on the application of meta-knowledge. Usually, hierarchical fuzzy systems are based on a cascade structure of fuzzy logic controllers where the output of each level is considered as one of the inputs to the following level. The paper introduces a different approach to the idea of hierarchy, where the output of a level is considered not as input to the following level controller but as a semantics modifier.},
author = {Magdalena, Luis, Monasterio-Huelin, Félix, Rivero, Cristina},
journal = {Mathware and Soft Computing},
keywords = {Control lógico; Lógica difusa; Control multivariable; Modelo jerárquico; Teoría de la información; Semántica},
language = {eng},
number = {2-3},
pages = {291-304},
title = {Hierarchical decomposition of fuzzy controllers based on meta-knowledge.},
url = {http://eudml.org/doc/39154},
volume = {5},
year = {1998},
}

TY - JOUR
AU - Magdalena, Luis
AU - Monasterio-Huelin, Félix
AU - Rivero, Cristina
TI - Hierarchical decomposition of fuzzy controllers based on meta-knowledge.
JO - Mathware and Soft Computing
PY - 1998
VL - 5
IS - 2-3
SP - 291
EP - 304
AB - This paper focuses on the problem of decomposing multivariable fuzzy controllers using a hierarchical approach based on the application of meta-knowledge. Usually, hierarchical fuzzy systems are based on a cascade structure of fuzzy logic controllers where the output of each level is considered as one of the inputs to the following level. The paper introduces a different approach to the idea of hierarchy, where the output of a level is considered not as input to the following level controller but as a semantics modifier.
LA - eng
KW - Control lógico; Lógica difusa; Control multivariable; Modelo jerárquico; Teoría de la información; Semántica
UR - http://eudml.org/doc/39154
ER -

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