# Refinement of a fuzzy control rule set.

Mathware and Soft Computing (1998)

- Volume: 5, Issue: 2-3, page 175-187
- ISSN: 1134-5632

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topGonzález, Antonio, and Pérez, Raúl. "Refinement of a fuzzy control rule set.." Mathware and Soft Computing 5.2-3 (1998): 175-187. <http://eudml.org/doc/39133>.

@article{González1998,

abstract = {Fuzzy logic controller performance depends on the fuzzy control rule set. This set can be obtained either by an expert or from a learning algorithm through a set of examples. Recently, we have developed SLAVE an inductive learning algorithm capable of identifying fuzzy systems. The refinement of the rules proposed by SLAVE (or by an expert) can be very important in order to improve the accuracy of the model and in order to simplify the description of the system. The refinement algorithm is based on an heuristic process of generalization, specification, addition and elimination of rules.},

author = {González, Antonio, Pérez, Raúl},

journal = {Mathware and Soft Computing},

keywords = {Algoritmos de aprendizaje; Control lógico; Lógica difusa; Optimización; Inteligencia artificial; fuzzy logic controller; theory refinement; fuzzy logic; machine learning; system modeling},

language = {eng},

number = {2-3},

pages = {175-187},

title = {Refinement of a fuzzy control rule set.},

url = {http://eudml.org/doc/39133},

volume = {5},

year = {1998},

}

TY - JOUR

AU - González, Antonio

AU - Pérez, Raúl

TI - Refinement of a fuzzy control rule set.

JO - Mathware and Soft Computing

PY - 1998

VL - 5

IS - 2-3

SP - 175

EP - 187

AB - Fuzzy logic controller performance depends on the fuzzy control rule set. This set can be obtained either by an expert or from a learning algorithm through a set of examples. Recently, we have developed SLAVE an inductive learning algorithm capable of identifying fuzzy systems. The refinement of the rules proposed by SLAVE (or by an expert) can be very important in order to improve the accuracy of the model and in order to simplify the description of the system. The refinement algorithm is based on an heuristic process of generalization, specification, addition and elimination of rules.

LA - eng

KW - Algoritmos de aprendizaje; Control lógico; Lógica difusa; Optimización; Inteligencia artificial; fuzzy logic controller; theory refinement; fuzzy logic; machine learning; system modeling

UR - http://eudml.org/doc/39133

ER -

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