Novel Adaptive Charged System Search algorithm for optimal tuning of fuzzy controllers

•An Adaptive Charged System Search (ACSS) algorithm is proposed.•The ACSS algorithm consists of five stages.•An ACSS-based design and tuning method for Takagi–Sugeno fuzzy controllers is offered.•The optimal tuning of fuzzy controllers with a reduced process parametric sensitivity is given. This pap...

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Bibliographic Details
Published in:	Expert systems with applications Vol. 41; no. 4; pp. 1168 - 1175
Main Authors:	Precup, Radu-Emil, David, Radu-Codruţ, Petriu, Emil M., Preitl, Stefan, Rădac, Mircea-Bogdan
Format:	Journal Article
Language:	English
Published:	Amsterdam Elsevier Ltd 01.03.2014 Elsevier
Subjects:	Adaptive algorithms Adaptive control systems Algorithmics. Computability. Computer arithmetics Algorithms Applied sciences Charging Computer science; control theory; systems Control system synthesis Control systems Control theory. Systems Exact sciences and technology Fuzzy control Fuzzy logic-based Adaptive Charged System Search algorithms Optimal control Optimization Optimization problems Process gain sensitivity Sensitivity models Takagi–Sugeno PI-fuzzy controllers Theoretical computing Tuning Process gain sensitivity Fuzzy logic-based Adaptive Charged System Search algorithms Sensitivity models Takagi–Sugeno PI-fuzzy controllers Optimization problems Integral proportional control Adaptive algorithm Error estimation Adaptive system Search system Position control Parametric system Non linear control Control synthesis Modeling Fuzzy logic-based Adaptive Charged System Absolute error Fuzzy control Takagi―Sugeno PI-fuzzy controllers Mathematical programming Second order equation Output error Sensitivity analysis Optimal algorithm Search algorithms Error function Non linear system Search algorithm Fuzzy logic Measure theory Value function Optimal control Objective function Sugeno integral
ISSN:	0957-4174, 1873-6793
Online Access:	Get full text
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