Design of Fuzzy Logic Controller Using a Hybrid SFL-Bees Algorithm

Nguyen Duc Hoang

Fuzzy Logic Controller, SFLA, Bees Algorithm.

This paper proposes Hybrid SFL-Bees Algorithm that combines strengths of Shuffled Frog Leaping Algorithm (SFLA) and Bees Algorithms (BA) to tune parameters of the fuzzy logic controller. While SFLA can find optimal solutions quickly because of directive searching and exchange of information, BA has higher random that make it easily escape local optima to find global solutions. Thus Hybrid SFL-Bees Algorithm is able to find optimal solutions quickly like SFLA and escape local optima like BA. Simulation results have shown the effectiveness of the proposed algorithm, its ability to achieve good quality solutions which outperforms the SFLA and BA.