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2008 Eighth International Conference on Hybrid Intelligent Systems
Hybrid Genetic-Fuzzy Optimization of a Type-2 Fuzzy Logic Controller
September 10-September 12
ISBN: 978-0-7695-3326-1
ASCII Text
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Nohe Ramon Cazarez-Castro, Luis T. Aguilar, Oscar Castillo, "Hybrid Genetic-Fuzzy Optimization of a Type-2 Fuzzy Logic Controller," Hybrid Intelligent Systems, International Conference on, pp. 216-221, 2008 Eighth International Conference on Hybrid Intelligent Systems, 2008.
 
 
BibTex
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@article{ 10.1109/HIS.2008.170,
author = {Nohe Ramon Cazarez-Castro and Luis T. Aguilar and Oscar Castillo},
title = {Hybrid Genetic-Fuzzy Optimization of a Type-2 Fuzzy Logic Controller},
journal ={Hybrid Intelligent Systems, International Conference on},
volume = {0},
year = {2008},
isbn = {978-0-7695-3326-1},
pages = {216-221},
doi = {http://doi.ieeecomputersociety.org/10.1109/HIS.2008.170},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
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TY - CONF
JO - Hybrid Intelligent Systems, International Conference on
TI - Hybrid Genetic-Fuzzy Optimization of a Type-2 Fuzzy Logic Controller
SN - 978-0-7695-3326-1
SP216
EP221
A1 - Nohe Ramon Cazarez-Castro,
A1 - Luis T. Aguilar,
A1 - Oscar Castillo,
PY - 2008
KW - Type-2 Fuzzy Control
KW - Genetic Algorithm
KW - Optimization
KW - Backlash
VL - 0
JA - Hybrid Intelligent Systems, International Conference on
ER -
 
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.
Index Terms:
Type-2 Fuzzy Control, Genetic Algorithm, Optimization, Backlash
Citation:
Nohe Ramon Cazarez-Castro, Luis T. Aguilar, Oscar Castillo, "Hybrid Genetic-Fuzzy Optimization of a Type-2 Fuzzy Logic Controller," his, pp.216-221, 2008 Eighth International Conference on Hybrid Intelligent Systems, 2008
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