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سی و دومین کنفرانس بین المللی مهندسی برق
Designing Of Type-2 Fuzzy Formation Controller For A Class Of Nonlinear Multiagent System Using JAYA Algorithm
نویسندگان :
Arvin Attar
1
Mohammad Ali Badamchizadeh
2
Sehraneh Ghaemi
3
1- دانشگاه تبریز
2- دانشگاه تبریز
3- دانشگاه تبریز
کلمات کلیدی :
nonlinear systems،type 2 fuzzy controller،multiagent systems،leader-follower formation،JAYA optimization algorithm
چکیده :
Nowadays, fuzzy sets have attracted a lot of attention in control systems. Type 2 fuzzy controllers (T2FCs) have replaced type 1 fuzzy controllers to solve the challenge of uncertainty in nonlinear systems. According to the various applications of multiagent systems (MASs) in control science, in this research, an adaptive type 2 fuzzy controller (AT2FC) with the gradient descent method has been designed for a class of nonlinear multi-agent system to arrange this nonlinear system in a leader-follower formation with the slightest error. Mamdani rules and different membership functions are used in this controller. Also, according to the application of meta-heuristic algorithms in control science, the JAYA algorithm has been applied to this system to adjust and optimize the parameters of the adaptive rules of this controller. The simulation results have been analyzed on trajectory tracking performance and position control of three quadrotors, including one leader and two followers.
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بیشتر
ثمین همایش، سامانه مدیریت کنفرانس ها و جشنواره ها - نگارش 44.7.2
