DocumentCode :
3268111
Title :
Emergent functions of HDL-based controller of inverted pendulum in consideration for disturbance
Author :
Kojima, Kazuyuki
Author_Institution :
Dept. of Mechano-Robot., Saitama Univ., Saitama, Japan
fYear :
2011
fDate :
20-22 Dec. 2011
Firstpage :
1352
Lastpage :
1356
Abstract :
With dramatic advances in electronics, electronic control has been increasingly applied to control based on sensors and actuators and improved energy efficiency and performance. With increasing system complexity, however, time required to develop the system controller has increased. To automate electronic controller design, we apply evolutionary computation, starting with the targeted inverted pendulum and task definition, followed by the framework of applying a genetic algorithm to controller design automation, focusing on chromosome coding. We then present the fitness function we use to develop the controller automatically. Evolutionary simulation verified the feasibility of our framework.
Keywords :
actuators; computational complexity; control system synthesis; energy conservation; genetic algorithms; nonlinear control systems; sensors; HDL-based controller; actuator; chromosome coding; controller design automation; electronic controller design; emergent function; energy efficiency; evolutionary computation; evolutionary simulation; fitness function; genetic algorithm; inverted pendulum; sensor; system complexity; Actuators; Biological cells; Computer architecture; Evolutionary computation; Genetic algorithms; Hardware; Sensors;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
System Integration (SII), 2011 IEEE/SICE International Symposium on
Conference_Location :
Kyoto
Print_ISBN :
978-1-4577-1523-5
Type :
conf
DOI :
10.1109/SII.2011.6147645
Filename :
6147645
Link To Document :
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