Operations Research and Management Science ›› 2021, Vol. 30 ›› Issue (12): 20-27.DOI: 10.12005/orms.2021.0379

• heory Analysis and Methodology Study • Previous Articles     Next Articles

Study of Project Scheduling Trade-off Optimization Based on Cost Economy under Stochastic Environment

WANG Yan-ting1, HE Zheng-wen2, HE Yuan-yuan1   

  1. 1. Department of Logistics Management , College of Economics and Management, Qingdao University of Science & Technology, Qingdao 266061, China;
    2. Department of Industrial Engineering, School of Management, Xi'an Jiaotong University, The Key Lab of the Ministry of Education for Process Control & Efficiency Engineering, Xi'an 710049, China
  • Received:2019-06-01 Online:2021-12-25

随机环境下基于成本经济的项目调度权衡优化研究

王艳婷1, 何正文2, 和媛媛1   

  1. 1.青岛科技大学 经济与管理学院,山东 青岛 266061;
    2.西安交通大学 管理学院,过程控制与效率工程教育部重点实验室,陕西 西安 710049
  • 作者简介:王艳婷(1988-),女,山西吕梁人,博士,讲师,研究方向:项目进度管理及优化;何正文(1967-),男,山西运城人,教授,博士;和媛媛(1981-),女,山东泰安人,博士,副教授,研究方向: 群决策分析。
  • 基金资助:
    国家自然科学基金资助项目(71871176,71371150,71732006,71572138,71701103);山东省自然科学基金资助项目(ZR2021QG003);青岛市社会科学规划资助项目(QDSKL2001252)

Abstract: From the perspective of cost economy, this paper studies and tries to find out an optimal match-up between the proactive and reactive scheduling methods. A cost-based model is constructed based on the time buffer inserted, and a trade-off index SR is provided to measure the cost sharing of the two scheduling methods in the process of dealing with uncertainties. Considering the NP-hardness of the problem, a random two-point heuristic algorithm based on hybrid variable neighborhood search and tabu search is designed to solve the problem. The results show that the cost caused by improving robustness will exceed the benefit brought by decreasing the adjustment frequency; According to the contractor's sensitivity to cost, the workload of proactive scheduling and reactive scheduling in dealing with uncertainty factors changes along with the variation of the trade-off ratio, gradually from proactive scheduling dominant transforming to reactive scheduling dominant. Finally, valuable management implications are given from the perspective of project management, helping managers choose the most appropriate methods for uncertain environment.

Key words: stochastic environment, proactive scheduling, reactive scheduling, trade-off optimization, hybrid variable neighbourhood and tabu search

摘要: 针对随机环境下项目前摄性调度与反应性调度在应对不确定因素过程中起到的不同作用,从成本经济角度出发,研究了如何通过两种调度方法的权衡实现项目计划与执行的最优配合。在此基础上构建了基于成本的前摄反应调度权衡模型,通过对鲁棒性成本与调整成本进行量化分析,实现两种调度方案的最佳权衡。考虑到问题的NP难属性,设计了基于混合变邻域禁忌搜索的随机两点启发式算法,并通过大规模算例测试验证了算法的有效性。结果表明,根据承包商对成本的敏感度,前摄性调度与反应性调度在应对不确定性因素干扰中承担的工作量会随着成本权衡比的变化而发生改变,逐渐从前摄性方法为主过渡到以反应性方法为主。最后,从项目管理角度给出了有价值的管理启示。

关键词: 随机环境, 前摄性调度, 反应性调度, 权衡优化, 混合变邻域禁忌搜索

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