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  • 标题:Metamodel Assisted Robust Optimization under Interval Uncertainly Based on Reverse Model
  • 本地全文:下载
  • 作者:Longchao Cao ; Ping Jiang ; Zhimin Chen
  • 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:1178-1183
  • DOI:10.1016/j.ifacol.2015.12.291
  • 语种:English
  • 出版社:Elsevier
  • 摘要:AbstractPrevious deterministic robust optimization approaches based on sensitivity region information usually involve nested optimization, leading to a significant burden in computational time. In this paper, a strategy to improve the computational efficiency of the robust approach based on reverse model, metamodel assisted robust optimization, in which the nested optimization structure is reduced into a single loop optimization structure, is studied. A numerical example is used to demonstrate the applicability of the proposed metamodel assisted robust optimization.
  • 关键词:KeywordsRobust optimizationInterval uncertaintyReverse modelMetamodel
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