DocumentCode
3270024
Title
Ant colony optimization for membership function design for a water tank fuzzy logic controller
Author
Lizarraga Olivas, Evelia ; Castillo, Oscar ; Valdez, Fevrier ; Soria, Jose
Author_Institution
Tijuana Inst. of Technol., Tijuana, Mexico
fYear
2013
fDate
16-19 April 2013
Firstpage
27
Lastpage
34
Abstract
In this paper we describe the optimization of a fuzzy logic controllers using Ant Colony Optimization (ACO); in particular, the fuzzy logic controller for the water tank benchmark problem. The optimization has been done specifically for the type of membership function and membership function parameters.
Keywords
ant colony optimisation; fuzzy control; fuzzy set theory; level control; tanks (containers); water storage; ACO; ant colony optimization; membership function design; membership function parameters; membership function type; water tank benchmark problem; water tank fuzzy logic controller optimization; Ant colony optimization; Fuzzy logic; Fuzzy systems; Genetic algorithms; Optimization; Shape; Storage tanks; Ant Colony Optimization; evolutive computation; fuzzy control systems;
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.2013.6615019
Filename
6615019
Link To Document