Response Surface Method Using Hierarchical Clustering

• KAGEYAMA Yusuke

  Department of Mechanical Engineering and Material Science, Yokohama National University

• YU Qiang

  Department of Mechanical Engineering and Material Science, Yokohama National University

Bibliographic Information

Other Title

• 階層的クラスタリングに基づく応答曲面法
• カイソウテキ クラスタリング ニ モトヅク オウトウ キョクメンホウ

Abstract

In the field of the numerical analysis, response surface method is one of the most practical optimization methods. The optimum design variable is obtained from response surface approximation under constraint condition in the optimization using response surface method. The authors have proposed hierarchized response surface method (H-RSM) using hierarchical clustering analysis in order to make high-precise response surface approximations. Response surface approximation is made in the every hierarchy cluster by the classification of the design pattern. Therefore, hierarchized response surface approximation is high accuracy because of approximate by the local pattern.

Journal

• TRANSACTIONS OF THE JAPAN SOCIETY OF MECHANICAL ENGINEERS Series A

  TRANSACTIONS OF THE JAPAN SOCIETY OF MECHANICAL ENGINEERS Series A 70 (695), 953-961, 2004

  The Japan Society of Mechanical Engineers

Keywords

• Hierachical Response Surface Method
• Hierarchical Clustering Analysis
• Design Pattern

Details

• CRID: 1390282679454357376
• NII Article ID: 110004998785
• NII Book ID: AN0018742X
• DOI: 10.1299/kikaia.70.953
• ISSN: 18848338
• ISSN: 03875008
• NDL BIB ID: 7045638
• Web Site: http://hdl.handle.net/10131/371
• Web Site: http://id.ndl.go.jp/bib/7045638
• Web Site: https://ndlsearch.ndl.go.jp/books/R000000004-I7045638
• Web Site: http://www.jstage.jst.go.jp/article/kikaia1979/70/695/70_695_953/_pdf
• Text Lang: ja
• Data Source:
  • JaLC
  • IRDB
  • NDL
  • Crossref
  • CiNii Articles
  • KAKEN
• Abstract License Flag: Disallowed