运筹与管理 ›› 2022, Vol. 31 ›› Issue (1): 1-7.DOI: 10.12005/orms.2022.0001

• 理论分析与方法探讨 •    下一篇

柔性工期下的资源受限项目调度双目标优化研究

刘国山, 林新宇   

  1. 中国人民大学 商学院,北京 100872
  • 收稿日期:2020-05-15 出版日期:2022-01-25 发布日期:2022-02-11
  • 作者简介:刘国山(1962-),男,吉林舒兰人,教授,博士生导师,研究方向:项目调度、物流管理等;林新宇(1996-),女,山东聊城人,博士生,研究方向:项目调度、博弈论、应急管理等。

Bi-objective Optimization for Resource-constrained Project Scheduling Problem with Variable Duration

LIU Guo-shan, LIN Xin-yu   

  1. School of Business, Renmin University of China, Beijing 100872, China
  • Received:2020-05-15 Online:2022-01-25 Published:2022-02-11

摘要: 在项目调度过程中,活动工期应根据项目截止工期以及资源供给情况进行合理设置,而在传统的资源受限项目调度问题(RCPSP)中,活动的工期往往是已知且固定的,这在一定程度上限制了项目调度的灵活性。多模式下的项目调度方式虽然弥补了这一缺点,但其提供的工期-资源组合种类固定且有限,并不一定能保证包含最优的工期-资源组合。本文将活动工期作为项目调度问题的决策变量,允许其在一定范围内取值。这种柔性工期调度方式虽然增加了项目调度难度,但提高了项目调度灵活性,同时可以起到压缩项目完工时间的作用。为验证柔性工期调度方式对项目工期和成本的影响,本文建立了工期-成本双目标权衡优化模型,设计了两阶段嵌套算法(NSGAⅡ-RS)对其求解,实验证明,柔性工期调度策略是一种鲁棒性较好的项目完工时间压缩策略。

关键词: 柔性工期, 项目工期-成本权衡, 项目完工时间压缩

Abstract: In this paper we study a resource constrained project scheduling problem in which the duration of an activity is unknown and should be determined according to the project deadline and resource availability. In the classical resource-constrained project scheduling problem (RCPSP), the duration of an activity is often known and fixed, which limits the flexibility of project scheduling to some extent. Although the multi-mode resource-constrained project scheduling problem (MRCPSP) makes up for this shortcoming, the duration-resource combinations provided are fixed and limited, which may not guarantee the inclusion of the optimal one. Therefore, in this paper, neither the resource purchases nor the duration of each activity is a known priori and needs to be determined flexibly. A bi-objective time-cost trade-off model is established and a two-stage nested algorithm (NSGAⅡ-RS) is designed. The experiment shows that this scheduling method can effectively compress project makespan and it is a robust strategy.

Key words: variable duration, time-cost trade-off, compressing project makespan

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