Material design optimization for a sport shoe sole by evolutionary computation and FEM analysis

Koji Shimoyama, Kazuya Seo, Tsuyoshi Nishiwaki, Shinkyu Jeong, Shigeru Obayashi

研究成果: Conference contribution

3 被引用数 (Scopus)

抄録

This paper describes the material design optimization for a sport shoe sole by the evolutionary computation coupled with the eigenmode analysis based on finite element method. In the present evolutionary computation, a genetic algorithm assisted by the Kriging response surface model was used for global and efficient optimization. The present study implemented two optimization cases based on equivalent design problem formulations: single-objective constrained problem and multi-objective non-constrained problem. The present optimization provided optimal sole material properties, in which an elastic modulus should be reduced in rear→mid→front-center foot domains sequentially as the sole weight becomes lighter. In addition, a comparison of the results between the two cases showed a suggestion about constraint handling for faster convergence in the sole design optimization by evolutionary computation.

本文言語English
ホスト出版物のタイトル2010 IEEE World Congress on Computational Intelligence, WCCI 2010 - 2010 IEEE Congress on Evolutionary Computation, CEC 2010
DOI
出版ステータスPublished - 2010
イベント2010 6th IEEE World Congress on Computational Intelligence, WCCI 2010 - 2010 IEEE Congress on Evolutionary Computation, CEC 2010 - Barcelona, Spain
継続期間: 2010 7月 182010 7月 23

出版物シリーズ

名前2010 IEEE World Congress on Computational Intelligence, WCCI 2010 - 2010 IEEE Congress on Evolutionary Computation, CEC 2010

Other

Other2010 6th IEEE World Congress on Computational Intelligence, WCCI 2010 - 2010 IEEE Congress on Evolutionary Computation, CEC 2010
国/地域Spain
CityBarcelona
Period10/7/1810/7/23

ASJC Scopus subject areas

  • 計算理論と計算数学
  • 応用数学

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