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
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;
Conference_Titel :
Hybrid Intelligent Models and Applications (HIMA), 2013 IEEE Workshop on
Conference_Location :
Singapore
DOI :
10.1109/HIMA.2013.6615019
