Extraction of design rules from multi-objective design exploration (MODE) using rough set theory

研究成果: Article査読

6 被引用数 (Scopus)

抄録

Multi-objective design exploration (MODE) and its application for design rule extraction are presented. MODE reveals the structure of design space from the trade-off information. The self-organizing map (SOM) is incorporated into MODE as a visual data-mining tool for design space. SOM divides the design space into clusters with specific design features. The sufficient conditions for belonging to a cluster of interest are extracted using rough set theory. The resulting MODE was applied to the multidisciplinary wing design problem, which revealed a cluster of good designs, and we extracted the design rules of such designs successfully.

本文言語English
論文番号041404
ジャーナルFluid Dynamics Research
43
4
DOI
出版ステータスPublished - 2011 8 1

ASJC Scopus subject areas

  • Mechanical Engineering
  • Physics and Astronomy(all)
  • Fluid Flow and Transfer Processes

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