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

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6 Citations (Scopus)

Abstract

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.

Original languageEnglish
Article number041404
JournalFluid Dynamics Research
Volume43
Issue number4
DOIs
Publication statusPublished - 2011 Aug 1

ASJC Scopus subject areas

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

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