Object arrangement into Euclidean space using genetic algorithm

Shin'ichiro Omachi, Hiroko Yokoyama, Hirotomo Aso

研究成果: Article査読

抄録

When only similarities or dissimilarities of two objects are given, visualization by arranging objects into two-dimensional Euclidean space is effective in representing the relationship between more than two objects intuitively. In this paper, an algorithm for arranging objects into multidimensional Euclidean space with reflection of the similarity or dissimilarity of two objects is proposed. As an application of the proposed method, classification of meanings of Japanese polysemous verbs is adopted. The effectiveness of the proposed algorithm is shown by comparison with the conventional methods.

本文言語English
ページ(範囲)11-18
ページ数8
ジャーナルSystems and Computers in Japan
31
13
DOI
出版ステータスPublished - 2000 11 30

ASJC Scopus subject areas

  • 理論的コンピュータサイエンス
  • 情報システム
  • ハードウェアとアーキテクチャ
  • 計算理論と計算数学

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