Ant colony optimization for membership function design for a water tank fuzzy logic controller

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.