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Model reduction via near-uncontrollability and near-unobservability decomposition

 

作者: HSU SHAO-KANG,   XU JIE,  

 

期刊: International Journal of Systems Science  (Taylor Available online 1994)
卷期: Volume 25, issue 4  

页码: 707-735

 

ISSN:0020-7721

 

年代: 1994

 

DOI:10.1080/00207729408928991

 

出版商: Taylor & Francis Group

 

数据来源: Taylor

 

摘要:

A new idea of approximating a high order linear system by a low order model generated via a nearby non-minimal system in the parameter space is suggested. The approximation criterion is established on the basis of the topological notions called near-uncontrollability and near-unobservability. To obtain a joint measure for these two ‘abilities’, the parameter symmetric realizations and parametric balanced realizations are defined. Some theoretical results concerning the problems of parameter symmetrization, parametric balancing and near-uncontrollability/near-unobservability decomposition are derived. A model reduction algorithm based on these results is proposed with an illustrative example.

 

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