DocumentCode :
3270068
Title :
Optimization of fuzzy control systems with different variants of Particle Swarm Optimization
Author :
Fierro, Rafael ; Castillo, Oscar ; Valdez, Fevrier
Author_Institution :
Tijuana Inst. of Technol., Tijuana, Mexico
fYear :
2013
fDate :
16-19 April 2013
Firstpage :
51
Lastpage :
56
Abstract :
This paper describes a metaheuristic for Particle Swarm Optimization (PSO) and two of its variants (inertia and the constriction ratio) as an optimization strategy for designing the membership functions of optimal Fuzzy Control Systems specifically for the water tank. Each of the variants has its own advantages within the algorithm because they enable the exploration and exploitation in different ways and this allows us to find the optimum in a better way.
Keywords :
fuzzy control; particle swarm optimisation; tanks (containers); water storage; PSO; different variants; fuzzy control system optimisation; optimal Fuzzy Control Systems; particle swarm optimization; water tank; Equations; Fuzzy control; Mathematical model; Optimization; Particle swarm optimization; Storage tanks; Valves; Particle swarm optimization variants; fuzzy control; optimization; water tank;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Hybrid Intelligent Models and Applications (HIMA), 2013 IEEE Workshop on
Conference_Location :
Singapore
Type :
conf
DOI :
10.1109/HIMA.2013.6615022
Filename :
6615022
Link To Document :
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