Use of interactive evolutionary computation with simplified modeling for computationally expensive layout design optimization

Raffi R. Kamalian, Alice M. Agogino, Hideyuki Takagi

研究成果: 著書/レポートタイプへの貢献会議での発言

3 引用 (Scopus)

抜粋

This paper presents the use of Interactive Evolutionary Computation (IEC) as a method to allow a human user to embed their expert domain knowledge and experience to overcome the deficiencies of Modified Nodal Analysis (MNA)-based EC in a fraction of the time associated with computationally expensive Finite Element Modeler (FEM)-based EC. From our comparison tests for the design of a MEMS resonating mass, results show that MNA-based IEC performance was within 10% of FEM-based EC, yet it performed in only l/24th of the computation time.

元の言語英語
ホスト出版物のタイトル2007 IEEE Congress on Evolutionary Computation, CEC 2007
ページ4124-4129
ページ数6
DOI
出版物ステータス出版済み - 12 1 2007
イベント2007 IEEE Congress on Evolutionary Computation, CEC 2007 - , シンガポール
継続期間: 9 25 20079 28 2007

出版物シリーズ

名前2007 IEEE Congress on Evolutionary Computation, CEC 2007

その他

その他2007 IEEE Congress on Evolutionary Computation, CEC 2007
シンガポール
期間9/25/079/28/07

    フィンガープリント

All Science Journal Classification (ASJC) codes

  • Artificial Intelligence
  • Software
  • Theoretical Computer Science

これを引用

Kamalian, R. R., Agogino, A. M., & Takagi, H. (2007). Use of interactive evolutionary computation with simplified modeling for computationally expensive layout design optimization. : 2007 IEEE Congress on Evolutionary Computation, CEC 2007 (pp. 4124-4129). [4425009] (2007 IEEE Congress on Evolutionary Computation, CEC 2007). https://doi.org/10.1109/CEC.2007.4425009