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