DocumentCode :
1811778
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
fYear :
2011
fDate :
15-17 Sept. 2011
Firstpage :
103
Lastpage :
107
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;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Cloud Computing and Intelligence Systems (CCIS), 2011 IEEE International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-61284-203-5
Type :
conf
DOI :
10.1109/CCIS.2011.6045041
Filename :
6045041
Link To Document :
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