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文章基本信息

  • 标题:A multi-agent-based system for two-stage scheduling problem of offshore project
  • 作者:Duanfeng Han ; Boxin Yang ; Jinghua Li
  • 期刊名称:Advances in Mechanical Engineering
  • 印刷版ISSN:1687-8140
  • 电子版ISSN:1687-8140
  • 出版年度:2017
  • 卷号:9
  • 期号:10
  • DOI:10.1177/1687814017720882
  • 语种:English
  • 出版社:Sage Publications Ltd.
  • 摘要:Aimed at enhancing the effectiveness and efficiency for offshore project scheduling, the mathematical model of two-stage scheduling is proposed according to the offshore project characteristics discussed in this article, which is used to solve the scheduling problem of large-scale and complex project. Regarding the two-stage scheduling, a system framework with multi-agent technology is presented to facilitate the integration and cooperation of offshore project scheduling. Next, the functional definition and internal structure of each intelligent agent is designed. Moreover, two kinds of intelligent algorithms have been designed to solve the resource conflicts and task assignment, respectively. Finally, the prototype system is developed to test the feasibility and rationality.
  • 关键词:Multi-agent system; two-stage scheduling; resource conflict; task assignment; offshore project
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