Optimal chained aggregation for reduced-order modeling†
作者:
C. P. KWONG,
期刊:
International Journal of Control
(Taylor Available online 1982)
卷期:
Volume 35,
issue 6
页码: 965-982
ISSN:0020-7179
年代: 1982
DOI:10.1080/00207178208922665
出版商: Taylor & Francis Group
数据来源: Taylor
摘要:
In this paper, a theory is proposed for a new optimal process to perform chained aggregation in reduced-order modelling. Notions of ‘almost invariant subspaces’ and ‘approximate aggregation’ are introduced in the proposed theory and are shown to be useful concepts in model reduction. To derive an exact aggregated model from the approximately aggregated model obtained by optimal chained aggregation, an algorithm is presented which is a variant of the well-known shifted QR algorithm. Examples are given to illustrate the theory and its superiority over a previous approach.
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