DNA genetic algorithm for design of the generalized membership-type Takagi-Sugeno fuzzy control system

Y Ding, L Ren - Smc 2000 conference proceedings. 2000 ieee …, 2000 - ieeexplore.ieee.org
We propose a new DNA-based genetic algorithm (DNA-GA) to optimize the design
parameters of a generalized membership-type Takagi-Sugeno fuzzy controller (GTSFC) …

Design of fuzzy control system by a new DNA-based immune genetic algorithm

L Ren, Y Ding - 10th IEEE International Conference on Fuzzy …, 2001 - ieeexplore.ieee.org
A new DNA-based immune genetic algorithm (DNA-IGA) is proposed to design a class of
Takagi-Sugeno fuzzy control systems. The DNA-IGA is developed from the structures of …

Parameter optimization for a class of general TS fuzzy controllers via a new DNA-based genetic algorithm

L Ren, Y Ding - Fifth World Congress on Intelligent Control and …, 2004 - ieeexplore.ieee.org
We propose a new approach to DNA-based genetic algorithms (DNA-GA) to optimize the
design parameters for a class of general Takagi-Sugeno fuzzy controllers. The optimized …

[PDF][PDF] Automatic design of Takagi-Sugeno fuzzy controllers by a new DNA-based evolutionary algorithm

IYSREN Li-Hong, S Shi-Huang - 2001 - aas.net.cn
In this paper, we propose a new approach to DNA-based evolutionary algorithm (DNA-EA)
to design automatically a class of Takagi-Sugeno (TS) fuzzy controllers. The fuzzy …

Systematic design procedure of TS-type fuzzy controllers

A Soukkou, A Khellaf, S Leulmi - International Journal of …, 2006 - World Scientific
This paper contributes a new alternative for the synthesis of Takagi–Sugeno fuzzy logic
controller with reduced rule base. A Genetic Approach to Fuzzy Supervised Learning …

Emergence of self‐learning fuzzy systems by a new virus DNA–based evolutionary algorithm

L Ren, Y Ding, H Ying, S Shao - International journal of …, 2003 - Wiley Online Library
In this article, we propose a new approach to the virus DNA–based evolutionary algorithm
(VDNA‐EA) to implement self‐learning of a class of Takagi‐Sugeno (T‐S) fuzzy controllers …

Optimization of Takagi-Sugeno fuzzy controllers using a genetic algorithm

MAT de Sousa, MK Madrid - Ninth IEEE International …, 2000 - ieeexplore.ieee.org
Genetic algorithms (GAs) have been successfully applied in several problems of fuzzy
systems optimization. However, optimization of fuzzy controllers based on GAs has been …

DNA genetic algorithms for design of fuzzy systems

L Ren, Y Ding, S Shao - … on Fuzzy Systems. FUZZ-IEEE 2000 …, 2000 - ieeexplore.ieee.org
A new DNA genetic algorithm (DNA-GA) based on the mechanism of biological DNA and
genetic information is proposed. The genetic operators of the DNA-GA are discussed. The …

Optimization design of TS-PID fuzzy controllers based on genetic algorithms

Z Xiu, G Ren - Fifth World Congress on Intelligent Control and …, 2004 - ieeexplore.ieee.org
TS-PID fuzzy controllers are a class of Tagagi-Sugeno (TS) fuzzy controllers whose rule
consequences employ PID expressions. The analytical model of typical TS-PID fuzzy …

A creative design of fuzzy logic controller using a genetic algorithm

T HASHIYAMA, T FURUHASHI… - Genetic algorithms and …, 1997 - World Scientific
This paper presents a new method to generate fuzzy logic controllers through the genetic
algorithm (GA). The genetic operations are implemented to determine almost all of the …