@inproceedings{9d65277ba7674fea91b7d54d1a5ebd1e,
title = "Hybrid genetic-fuzzy optimization of a type-2 fuzzy logic controller",
abstract = "In this paper a Genetic - Type-2 Fuzzy approach is proposed to optimize the parameters of the Membership Functions (MFs) of a Type-2 Fuzzy Logic System (FLS) applied to control, we design a chromosome to represent the parameters of the MFs of a preestablished Type-2 FLS, design a fitness function and select genetic operators. A case of study is proposed to evaluate the optimization process, this is to achieve the output regulation problem of a servomechanism with backlash. The problem is the design of a type-2 fuzzy logic controller which will be optimized by a GA to obtain the closed-loop system in which the load of the driver is regulated to a desired position. Simulations results illustrate the effectiveness of the optimized closed-loop system.",
keywords = "Backlash, Genetic algorithm, Optimization, Type-2 fuzzy control",
author = "Cazarez-Castro, {Nohe Ramon} and Aguilar, {Luis T.} and Oscar Castillo",
year = "2008",
doi = "10.1109/HIS.2008.170",
language = "Ingl{\'e}s",
isbn = "9780769533261",
series = "Proceedings - 8th International Conference on Hybrid Intelligent Systems, HIS 2008",
publisher = "IEEE Computer Society",
pages = "216--221",
booktitle = "Proceedings - 8th International Conference on Hybrid Intelligent Systems, HIS 2008",
address = "Estados Unidos",
note = "8th International Conference on Hybrid Intelligent Systems, HIS 2008 ; Conference date: 10-09-2008 Through 12-09-2008",
}