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  • 标题:Uncertainty in system identification: learning from the theory of risk *
  • 本地全文:下载
  • 作者:Patricio E Valenzuela ; Cristian R Rojas ; Håkan Hjalmarsson
  • 期刊名称:IFAC PapersOnLine
  • 印刷版ISSN:2405-8963
  • 出版年度:2015
  • 卷号:48
  • 期号:28
  • 页码:1053-1058
  • DOI:10.1016/j.ifacol.2015.12.270
  • 语种:English
  • 出版社:Elsevier
  • 摘要:AbstractThis article addresses the issue of measuring uncertainty in optimization problems arising in system identification. The issue of uncertainty has been studied in the theory of risk, where the results are mainly employed in finance applications. Here we explore how the results in the literature of theory of risk can be used to obtain a systematic approach to uncertainty in system identification. For concreteness, the discussion is illustrated by an application to input design, but it can be extended to other areas of the field.
  • 关键词:KeywordsSystem identificationinput designtheory of riskuncertainty
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