.png){kind=icon}
返回
Efficient priority rules for the stochastic resource-constrained project scheduling problem
.png){kind=icon}
PRE
AI
DOI：10.1016/j.ejor.2018.04.025.png)
.png){kind=icon}
原文求助.png){kind=icon}
分享.png){kind=icon}
收藏
摘要
En 中文
In this study we examine the performance of 17 priority rule heuristics and the justification technique on the stochastic resource-constrained project scheduling problem (SRCPSP). Among the 17 priority rules, 12 are selected from the literature that is addressing the deterministic resource-constrained project scheduling problem (RCPSP), and the other 5 are newly designed, based on stochastic information of the SRCPSP. We evaluate the efficiency of the 17 priority rules on the benchmark data set PSPLIB, and analyze the impact of the project characteristics that were used to create this data set. Our computational results on large size instances show that the best priority rule for the RCPSP does not perform best for the SRCPSP. The best priority rule for the SRCPSP performs as well as the best meta-heuristic when the variance of the activity duration is medium, and outperforms all existing algorithms when this variance is high. The validity of justification on the SRCPSP depends on the priority rule and the activity duration variance. The project characteristics network complexity and resource factor do not influence the choice of the best priority rule, but resource strength does. Our research results can aid managers to schedule project activities more efficiently when facing uncertainties. (C) 2018 Elsevier B.V. All rights reserved.
Keyword:
Project scheduling
Stochastic resource-constrained project
scheduling problem
Priority rules
Justification technique
AI总结
对已上传原文的论文进行重点信息的提取，主要内容包括：简要概述、研究摘要、背景介绍、关键亮点、图文解析、展望与总结。
期刊
IF:
6
论文数:
2.2W
被引数:
6.4W
机构
引用论文
Using activity sensitivity and network topology information to monitor project time performance
PREAI
分享收藏Using tabu search to schedule activities of stochastic resource-constrained projects使用禁忌搜索来安排随机资源受限项目的活动
PREAI
分享收藏Serial and parallel resource-constrained project scheduling methods revisited: Theory and computation重新审视串行和并行资源受限的项目调度方法: 理论和计算
PREAI
分享收藏Peptidic inhibitors of insulin-degrading enzyme with potential for dermatological applications discovered via phage display.png)
PLOS ONE
OAAI
PLOS ONEIF0
OAAI分享收藏On the dynamic use of project performance and schedule risk information during project tracking
PREAI
分享收藏
查看更多内容