A Study on Effects of Migration in MOGA with Island Model by Visualization
スポンサーリンク
概要
- 論文の詳細を見る
In this paper, we propose a visualization method for the distribution of population in Multi-Objective Genetic Algorithm (MOGA) based on island model. In the proposed method, each island is regarded as a cluster, then, searching solutions belonging to each island are projected together onto a two-dimensional space formed by the axes acquired by Multiple Discriminant Analysis (MDA). The visualization result enables us to grasp the distribution of population in each island and the relationship of evolution among them. This paper investigates the effects of migration of island model with the influence to each island through the experiment by a benchmark function and effective migration can be done through the visualization result.
- 日本知能情報ファジィ学会の論文
日本知能情報ファジィ学会 | 論文
- FCNによる自律エージェントの行動制御と行動解析 : タルタロス問題への応用
- コンフリクト, 迷いと意思決定(意思決定)
- 認知心理学における類似性研究(類似尺度と情報検索)
- アメリカ留学体験記
- 文脈への意味の位置付けを用いた対話システムとその評価(言語,テキストの知能情報処理)