Stabilizing of Subspaces Based on DPGA and Chaos Genetic Algorithm for Optimizing State Feedback Controller
Joint Authors
Badamchizadeh, Mohammad Ali
Hosseinpour, M.
Nikdel, P.
Poor, M. A.
Source
Mathematical Problems in Engineering
Issue
Vol. 2012, Issue 2012 (31 Dec. 2012), pp.1-9, 9 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2012-10-23
Country of Publication
Egypt
No. of Pages
9
Main Subjects
Abstract EN
The main purpose of the paper is to optimize state feedback parameters using intelligent method, GA, Hermite-Biehler, and chaos algorithm.
GA is implemented for local search but it has some deficiencies such as trapping into a local minimum and slow convergence, so the combination of Hermite-Biehler and chaos algorithm has been added to GA to avoid its deficiencies.
Dividing search space is usually done by distributed population genetic algorithm (DPGA).
Moreover, using generalized Hermite-Biehler Theorem can find the domain of parameters.
In order to speed up the convergence at the first step, Hermite-Biehler method finds some intervals for controller, in the next step the GA will be added, and, finally, chaos disturbance will help the algorithm to reach a global minimum.
Therefore, the proposed method can optimize the parameters of the state feedback controller.
American Psychological Association (APA)
Hosseinpour, M.& Nikdel, P.& Badamchizadeh, Mohammad Ali& Poor, M. A.. 2012. Stabilizing of Subspaces Based on DPGA and Chaos Genetic Algorithm for Optimizing State Feedback Controller. Mathematical Problems in Engineering،Vol. 2012, no. 2012, pp.1-9.
https://search.emarefa.net/detail/BIM-1029500
Modern Language Association (MLA)
Hosseinpour, M.…[et al.]. Stabilizing of Subspaces Based on DPGA and Chaos Genetic Algorithm for Optimizing State Feedback Controller. Mathematical Problems in Engineering No. 2012 (2012), pp.1-9.
https://search.emarefa.net/detail/BIM-1029500
American Medical Association (AMA)
Hosseinpour, M.& Nikdel, P.& Badamchizadeh, Mohammad Ali& Poor, M. A.. Stabilizing of Subspaces Based on DPGA and Chaos Genetic Algorithm for Optimizing State Feedback Controller. Mathematical Problems in Engineering. 2012. Vol. 2012, no. 2012, pp.1-9.
https://search.emarefa.net/detail/BIM-1029500
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1029500