MIMO System Reduction Using Modified Pole Clustering and Genetic Algorithm
Joint Authors
Source
Modelling and Simulation in Engineering
Issue
Vol. 2009, Issue 2009 (31 Dec. 2009), pp.1-5, 5 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2009-03-26
Country of Publication
Egypt
No. of Pages
5
Main Subjects
Abstract EN
A new mixed method for reducing the order of the large-scale linear dynamic multi-input-multi-output (MIMO) systems has been presented.
In this method, the common denominator polynomial of the reduced-order transfer function matrix is synthesized by using modified pole clustering while the coefficients of the numerator elements are computed by minimizing the integral square error between the time responses of the original and reduced system element using Genetic Algorithm.
The modified pole clustering generates more dominant cluster centres than cluster centres obtained by pole clustering technique already available in literature.
The proposed algorithm is computer-oriented and comparable in quality.
This method guarantees stability of the reduced model if the original high-order system is stable.
The algorithm of the proposed method is illustrated with the help of an example and the results are compared with the other well-known reduction techniques.
American Psychological Association (APA)
Vishwakarma, C. B.& Prasad, R.. 2009. MIMO System Reduction Using Modified Pole Clustering and Genetic Algorithm. Modelling and Simulation in Engineering،Vol. 2009, no. 2009, pp.1-5.
https://search.emarefa.net/detail/BIM-479941
Modern Language Association (MLA)
Vishwakarma, C. B.& Prasad, R.. MIMO System Reduction Using Modified Pole Clustering and Genetic Algorithm. Modelling and Simulation in Engineering No. 2009 (2009), pp.1-5.
https://search.emarefa.net/detail/BIM-479941
American Medical Association (AMA)
Vishwakarma, C. B.& Prasad, R.. MIMO System Reduction Using Modified Pole Clustering and Genetic Algorithm. Modelling and Simulation in Engineering. 2009. Vol. 2009, no. 2009, pp.1-5.
https://search.emarefa.net/detail/BIM-479941
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-479941