DocumentCode
550722
Title
Impulsive control method based on improved differential evolution algorithm
Author
Zhao Juan ; Cai Tao ; Deng Fang ; Yang Hongwei
Author_Institution
Sch. of Autom., Beijing Inst. of Technol., Beijing, China
fYear
2011
fDate
22-24 July 2011
Firstpage
3777
Lastpage
3781
Abstract
In this paper, a new strategy based on impulsive control model of high speed roller is proposed. To make the roller hit the specified target, the strategy is summarized as an optimal control model calculating required number of impulses, the igniting time and phase of each impulse, and also an improved Differential Evolution (DE) Algorithm is adopted to resolve. It is too difficult to solve the orderliness of igniting time by Basic DE, so a Mapping Differential Evolution Algorithm (MDE) is proposed, which maps the sorting time variables to random coefficient range[0,1]. In addition, a DE with self-adapting parameter is used to accelerate the convergence rate. Simulation results show the high accuracy of high speed roller with the method.
Keywords
differential equations; ignition; optimal control; rolling; MDE; high speed roller; igniting time; improved differential evolution algorithm; impulsive control; mapping differential evolution algorithm; optimal control; Automation; Conferences; Field-flow fractionation; Mechatronics; Optimal control; Optimization; Sorting; Differential Evolution Algorithm; Impulsive Control; Mapping; Optimal Control;
fLanguage
English
Publisher
ieee
Conference_Titel
Control Conference (CCC), 2011 30th Chinese
Conference_Location
Yantai
ISSN
1934-1768
Print_ISBN
978-1-4577-0677-6
Electronic_ISBN
1934-1768
Type
conf
Filename
6001061
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