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  • 标题:An Efficient Output Error Bound for Model Order Reduction of Parametrized Evolution Equations
  • 本地全文:下载
  • 作者:Yongjin Zhang ; Lihong Feng ; Suzhou Li
  • 期刊名称:IFAC PapersOnLine
  • 印刷版ISSN:2405-8963
  • 出版年度:2015
  • 卷号:48
  • 期号:1
  • 页码:9-10
  • DOI:10.1016/j.ifacol.2015.05.096
  • 语种:English
  • 出版社:Elsevier
  • 摘要:Numerical simulation of large-scale complex systems is challenging, especially when such a task needs to be done many times under parameter variations, e.g., in the context of optimization, control, and parameter estimation. Model order reduction (MOR) is a useful technique for constructing a low-cost surrogate, i.e., a reduced order model (ROM), which can reproduce the input-output response of the original large-scale system, with compromise on the accuracy to an acceptable extent. To compute a ROM, an efficient a posteriori error estimation is crucial because it enables the computation to be reliable and automatic.
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