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A stochastic scheduling for distributed multi-project with multi-PR heuristic

  • Dongning Liu
  • , Zhe Xu*
  • *此作品的通讯作者
  • Beihang University

科研成果: 期刊稿件文章同行评审

摘要

In the distributed multi-project scheduling problem with uncertain duration, a dynamic scheduling algorithm based on multi-priority-rule heuristic is proposed to minimize the expected total tardiness cost. At each decision point, different multi-priority-rule heuristics are used to determine candidate activities and coordinate global resource conflicts among candidate activities, respectively. Moreover, considering the strategic behavior of information disclosure of managers, a payment negotiation process is designed to counter the opportunistic behavior of managers in the two-project problems. Based on a comprehensive computational study, the results show that the proposed algorithm can effectively reduce the expected total tardiness cost under five kinds of activity duration distribution, and update the optimal results in relevant studies under the constant duration distribution. Additionally, the experiment also analyzes the impact of the strategic behavior of managers in the negotiation process on the multi-project scheduling. From the perspective of cost, the dominant strategy of managers and the corresponding multi-project scheduling solution quality are also studied.

源语言英语
页(从-至)3294-3303
页数10
期刊Xitong Gongcheng Lilun yu Shijian/System Engineering Theory and Practice
41
12
DOI
出版状态已出版 - 25 12月 2021

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