MIMO system order reduction using real- Coded genetic algorithm

被引:0
|
作者
Mishra, Swadhin Ku [1 ]
Panda, Sidhartha [1 ]
Padhy, Simanchala [2 ]
Ardil, C. [3 ]
机构
[1] Electronics Communication Engg. Department, NIST Berhampur, Orissa761008, India
[2] HPT, Berhampur, Prasar Bharati Broadcasting Corporation of India, India
[3] National Academy of Aviation, AZ1045, Baku, Azerbaijan, Bina, 25th km, NAA, India
关键词
MIMO systems - Genetic algorithms - Errors - Three term control systems;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, real-coded genetic algorithm (RCGA) optimization technique has been applied for large-scale linear dynamic multi-input-multi-output (MIMO) system. The method is based on error minimization technique where the integral square error between the transient responses of original and reduced order models has been minimized by RCGA. The reduction procedure is simple computer oriented and the approach is comparable in quality with the other well-known reduction techniques. Also, the proposed method guarantees stability of the reduced model if the original high-order MIMO system is stable. The proposed approach of MIMO system order reduction is illustrated with the help of an example and the results are compared with the recently published other well-known reduction techniques to show its superiority.
引用
收藏
页码:1337 / 1341
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