DocumentCode
2046703
Title
Link lengths search using genetic algorithm for stabilization of quintuple inverted pendulum
Author
Onishi, Yoki ; Izutu, Masaki ; Iwase, Masami
Author_Institution
Dept. of Robot. & Mechatron., Tokyo Denki Univ., Tokyo, Japan
fYear
2011
fDate
13-18 Sept. 2011
Firstpage
739
Lastpage
744
Abstract
A quintuple inverted pendulum has strong nonlinearity. It is difficult that a pendulum system consisting multiple links is stabilized by a linear controller in the neighborhood of the upright position. The mass balance of each link plays an important role for the control of pendulum. In this paper, searching the appropriate length of each link for a linear quadratic regulator is investigated using a GA algorithm. In the proposed method, the better link lengths are chosen according to the criteria with the living time of the pendulum around the neighborhood of upright position. The effectiveness of the method is verified from the viewpoint of the region of attraction with the link length decided by the proposed GA method.
Keywords
genetic algorithms; linear quadratic control; nonlinear control systems; pendulums; stability; genetic algorithm; linear controller; linear quadratic regulator; link length search; link mass balance; quintuple inverted pendulum stabilization; Friction; Genetic algorithms; Mathematical model; Optimal control; Stability analysis; Genetic Algorithm; inverted quintuple pendulum;
fLanguage
English
Publisher
ieee
Conference_Titel
SICE Annual Conference (SICE), 2011 Proceedings of
Conference_Location
Tokyo
ISSN
pending
Print_ISBN
978-1-4577-0714-8
Type
conf
Filename
6060761
Link To Document