Visualization of EC landscape to accelerate EC conversion and evaluation of its effect

F. Boschetti, Hideyuki Takagi

研究成果: Chapter in Book/Report/Conference proceedingConference contribution

6 被引用数 (Scopus)

抄録

We evaluate how visualization of an evolutionary computation (EC) landscape is effective using a geophysical task. This technique allows us to actively participate in EC optimization by viewing the distribution of searching points on 2-D space mapped from an n-D EC landscape, and indicating where in the EC is the possible global optimum. We construct a Visualized GA system that includes self-organizing maps for visualization and compare its performance with that of a normal GA using the geophysical simulation task. Sign tests for the comparisons show that the Visualized GA converges significantly faster than the normal EC (p < 001), which suggests further extensions to enhance user interactivity.

本文言語英語
ホスト出版物のタイトルProceedings of the IEEE Conference on Evolutionary Computation, ICEC
ページ880-886
ページ数7
2
出版ステータス出版済み - 2001
外部発表はい
イベントCongress on Evolutionary Computation 2001 - Seoul, 大韓民国
継続期間: 5 27 20015 30 2001

その他

その他Congress on Evolutionary Computation 2001
Country大韓民国
CitySeoul
Period5/27/015/30/01

All Science Journal Classification (ASJC) codes

  • Computer Science(all)
  • Engineering(all)

フィンガープリント 「Visualization of EC landscape to accelerate EC conversion and evaluation of its effect」の研究トピックを掘り下げます。これらがまとまってユニークなフィンガープリントを構成します。

引用スタイル