Fractional factorial design of genetic coding for aerodynamic optimization

Akira Oyama, Shigeru Obayashi, Kazuhiro Nakahashi, Naoki Hirose

Research output: Contribution to conferencePaperpeer-review

4 Citations (Scopus)

Abstract

Evolutionary Algorithms (EAs) based on structured coding have been proposed for aerodynamic optimization of wing design. Fractional factorial design is used to investigate interactions of the design variables to determine the appropriate coding structure for EAs in advance. To improve efficiency and accuracy of this approach, parameterization techniques of airfoil shapes are first tested through reproduction of a NASA supercritical airfoil. Their performance is also examined by performing aerodynamic design optimization coupled with a two-dimensional Navier-Stokes code. Finally, three-dimensional wing design is optimized based on a potential flow code and the design result is presented.

Original languageEnglish
Pages429-439
Number of pages11
Publication statusPublished - 1999
Event14th Computational Fluid Dynamics Conference, 1999 - Norfolk, United States
Duration: 1999 Nov 11999 Nov 5

Other

Other14th Computational Fluid Dynamics Conference, 1999
CountryUnited States
CityNorfolk
Period99/11/199/11/5

ASJC Scopus subject areas

  • Engineering(all)

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