Constrained global optimization problems by RasID-GA

Dongkyu Sohn*, Shingo Mabu, Kotaro Hirasawa, Jinglu Hu

*この研究の対応する著者

研究成果: Conference contribution

1 被引用数 (Scopus)

抄録

Constrained optimization problems have been handled in the field of applied mathematics. On the other hand, evolutionary computations, a kind of computationally intensive methods are now applied to many applications. This paper presents RasID-GA (an abbreviation of Adaptive Random Search with Intensification and Diversification combined with Genetic Algorithm) for constrained optimization problems. The conventional constrained optimization methods use penalty functions to solve given problems. But, it is generally said that the penalty function is have to handle. In the proposed method, parallel RasIDs are combined with GA, and can find the optimal solution of constrained problems efficiently and effectively without using penalty functions.

本文言語English
ホスト出版物のタイトル2006 SICE-ICASE International Joint Conference
ページ5509-5514
ページ数6
DOI
出版ステータスPublished - 2006
イベント2006 SICE-ICASE International Joint Conference - Busan, Korea, Republic of
継続期間: 2006 10 182006 10 21

出版物シリーズ

名前2006 SICE-ICASE International Joint Conference

Conference

Conference2006 SICE-ICASE International Joint Conference
国/地域Korea, Republic of
CityBusan
Period06/10/1806/10/21

ASJC Scopus subject areas

  • コンピュータ サイエンスの応用
  • 制御およびシステム工学
  • 電子工学および電気工学

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