Title :
Application of memetic algorithm in control of linear inverted pendulum
Author :
Zhang, Jing ; Zhang, Lixiang ; Xie, Jing
Author_Institution :
Eng. Coll., Shanxi Univ., Taiyuan, China
Abstract :
The inverted pendulum is a kind of system with multi-variables, non-linearity, strong coupling and instinct instability, for which efficient and effective control strategies are needed to keep the pendulum stable at the position of dynamic balance. This paper applies memetic algorithm (MA) to obtain the optimal parameter settings for the LQR controller for the inverted pendulum system. By contrast with the results of the traditional LQR controlling system, a conclusion could be drawn that MA performs better in terms of effectiveness.
Keywords :
control nonlinearities; linear systems; nonlinear control systems; optimal control; stability; LQR controller; instinct instability; linear inverted pendulum; memetic algorithm; multivariables; nonlinearity; optimal parameter; strong coupling; Algorithm design and analysis; Genetic algorithms; Heuristic algorithms; Mathematical model; Memetics; Optimization; Real time systems; MA (Memetic Algorithm); linear inverted pendulum; the parameter optimizing of LQR controller;
Conference_Titel :
Cloud Computing and Intelligence Systems (CCIS), 2011 IEEE International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-61284-203-5
DOI :
10.1109/CCIS.2011.6045041