階層型応答曲面法

DOI

書誌事項

タイトル別名
  • Hierarchical Response Surface Methodology

抄録

In this paper, we propose a optimization technique that we call a hierarchical Response Surface Methodology (hRSM). Since it is difficult to approximate a complex parameter space by using a single quadratic polynomial surface, hRSM adopted a recursive sub division technique and used the coefficient of multiple determinations (R2) to represent the response surface in each sub space for the threshold of the sub division. We verified the accuracy of hRSM by using some well-known benchmark functions that a reused in optimization. We confirmed the effectiveness of hRSM by applying it to bio-simulation's parameter estimation.

収録刊行物

キーワード

詳細情報 詳細情報について

  • CRID
    1390001205300628992
  • NII論文ID
    130004726283
  • DOI
    10.11308/tjsst.2.23
  • ISSN
    18835058
    18835031
  • 本文言語コード
    ja
  • データソース種別
    • JaLC
    • CiNii Articles
  • 抄録ライセンスフラグ
    使用不可

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