Optimisation of a fuzzy logic controller using the bees algorithm

Journal Article

Eldukhri, D. T. Pham, A. Haj Darwish and E. E. . 2009

• رابط المنشور على الويب: Int. J. Computer Aided Engineering and Technology
• رقم العدد: 2
• رقم الإصدار السنوي: 1
• الصفحات: 250-264

مستخلص المنشور

This paper focuses on using the Bees Algorithm in both its basic and enhanced forms to tune the parameters of a fuzzy logic controller developed to stabilise and balance an under-actuated two-link acrobatic robot (ACROBOT) in the upright position. A linear quadratic regulator (LQR) was first developed to obtain the scaling gains needed to design the fuzzy logic controller. Simulation results confirmed that using the Bees Algorithm to optimise the membership functions and the scaling gains of the fuzzy system improved the controller performance.