進化計算による設計探査

DOI Web Site 被引用文献2件 参考文献21件

書誌事項

タイトル別名
  • Design Exploration based on Evolutionary Computation
  • シンカ ケイサン ニ ヨル セッケイ タンサ

この論文をさがす

抄録

Since tires carry out many functions and many of them have tradeoffs, it is important to find the combination of design variables that satisfy well-balanced performance in conceptual design stage. To find a good design of tires is to solve the multi-objective design problems, i.e. inverse problems. Recently, multi-objective evolutionary algorithms are getting popular in many fields to find the Pareto solutions. In this paper, we introduce design exploration of tires using evolutionary computation and self-organizing map. A self-organizing map (SOM) proposed by Kohonen is used to map Pareto solutions from high-dimensional objective space onto 2-dimensional space. The SOM can be considered as an inverse function that defines the relation between Pareto solutions and design variables. We can get useful design knowledge from the map. It helps design engineers to make their decision in conceptual design stage.

収録刊行物

  • 日本ゴム協会誌

    日本ゴム協会誌 85 (9), 289-295, 2012

    一般社団法人 日本ゴム協会

被引用文献 (2)*注記

もっと見る

参考文献 (21)*注記

もっと見る

キーワード

詳細情報 詳細情報について

問題の指摘

ページトップへ