Online scheduling of flexible flow shop manufacturing

Wei Weng*, Shigeru Fujimura

*この研究の対応する著者

研究成果: Conference contribution

3 被引用数 (Scopus)

抄録

The flexible flow shop refers to such a manufacturing environment in which jobs are to be processed through serial stages, with one or multiple machines available at each stage. It is usually a complex task when specific objective is demanded such as minimum cost, minimum time, etc. Static scheduling of such problems has been much researched, however, little efforts have been made on realtime scheduling when the release time of each job is unknown. In this paper, some online scheduling methods are presented to deal with the tough problem of realtime Just- In-Time manufacturing. In addition to applicable dispatching rules, agent-based approaches are also proposed featuring feedback, learning, and realtime prediction. The simulation result reveals that the presented distributed learning approach, especially when combined with realtime prediction, delivers a high performance.

本文言語English
ホスト出版物のタイトルProceedings of the 2009 International Joint Conference on Computational Sciences and Optimization, CSO 2009
ページ112-116
ページ数5
DOI
出版ステータスPublished - 2009 12月 2
イベント2009 International Joint Conference on Computational Sciences and Optimization, CSO 2009 - Sanya, Hainan, China
継続期間: 2009 4月 242009 4月 26

出版物シリーズ

名前Proceedings of the 2009 International Joint Conference on Computational Sciences and Optimization, CSO 2009
1

Conference

Conference2009 International Joint Conference on Computational Sciences and Optimization, CSO 2009
国/地域China
CitySanya, Hainan
Period09/4/2409/4/26

ASJC Scopus subject areas

  • 計算理論と計算数学
  • コンピュータ サイエンスの応用
  • 理論的コンピュータサイエンス

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