A priority rule heuristic for the multi-skilled resource-constrained project scheduling problem

被引:0
|
作者
Vermeire, Guillaume [1 ]
Vanhoucke, Mario [1 ,2 ,3 ]
机构
[1] Univ Ghent, Tweekerkenstr 2, B-9000 Ghent, Belgium
[2] Vlerick Business Sch, Reep 1, B-9000 Ghent, Belgium
[3] UCL, Gower St, London WC1E 6BT, England
关键词
Project scheduling; Multi-skilled resources; Priority rules; Heuristic; Resource assignment; MULTIOBJECTIVE EVOLUTIONARY ALGORITHM;
D O I
10.1016/j.asoc.2025.112776
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This research presents a priority rule heuristic approach for the multi-skilled resource-constrained project scheduling problem. The approach is based on a parallel schedule generation scheme which includes anew resource assignment procedure. The scheme combines three types of priority rules in order to schedule activities and assign resources to the skill requirements of these activities. In computational experiments, skill- and resource rule combinations are evaluated and selected based on two metrics using a Pareto Front approach. These rule combinations are then integrated with various activity priority rules after which their solution quality is evaluated. The heuristic approach and the selected rules are then employed to solve all project instances of the MSLIB dataset. It is shown that, on average, the presented approach is able to obtain solutions with a comparable quality to the solution quality of a meta-heuristic procedure from literature. Additionally, new best known solutions are obtained for the MSLIB dataset. The practical applicability of the heuristic is validated by solving empirical project instances.
引用
收藏
页数:20
相关论文
共 50 条
  • [21] Novel heuristic solutions for Multi-Skill Resource-Constrained Project Scheduling Problem
    Myszkowski, Pawel B.
    Skowronski, Marek E.
    Podlodowski, Lukasz
    2013 FEDERATED CONFERENCE ON COMPUTER SCIENCE AND INFORMATION SYSTEMS (FEDCSIS), 2013, : 159 - 166
  • [22] Priority Rule Based Heuristics for Project Scheduling Problems with Multi-skilled Workforce Constraints
    Chen Di
    Sun Fu-quan
    Liu Shi-xin
    Wang Yi-fan
    2013 25TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC), 2013, : 1846 - 1849
  • [23] Research on resource-constrained project scheduling method based on heuristic priority rules
    Wang, Bing
    Chen, Tinggui
    Zhou, Guanglan
    Xu, Chonghuan
    Computer Modelling and New Technologies, 2014, 18 (01): : 143 - 150
  • [24] Preemptive multi-skilled resource constrained project scheduling problem with hard/soft interval due dates
    Maghsoudlou, Hamidreza
    Afshar-Nadjafi, Behrouz
    Niaki, Seyed Taghi Akhavan
    RAIRO-OPERATIONS RESEARCH, 2019, 53 (05) : 1877 - 1898
  • [25] Efficient priority rules for the stochastic resource-constrained project scheduling problem
    Chen, Zhi
    Demeulemeester, Erik
    Bai, Sijun
    Guo, Yuntao
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2018, 270 (03) : 957 - 967
  • [26] Heuristic Optimization for Robust Resource-Constrained Flexible Project Scheduling Problem
    Liu, Yongli
    Li, Renjie
    Liu, Huiran
    IEEE ACCESS, 2020, 8 : 142269 - 142281
  • [27] Resource-constrained project scheduling: a heuristic for the multi-mode case
    Heilmann, R
    OR SPEKTRUM, 2001, 23 (03) : 335 - 357
  • [28] Resource-constrained multi-project scheduling problem: A survey
    Gomez Sanchez, Mariam
    Lalla-Ruiz, Eduardo
    Gil, Alejandro Fernandez
    Castro, Carlos
    Voss, Stefan
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2023, 309 (03) : 958 - 976
  • [29] An integrated chance-constrained stochastic model for a preemptive multi-skilled multi-mode resource-constrained project scheduling problem: A case study of building a sports center
    Mirnezami, Seyed-Ali
    Tavakkoli-Moghaddam, Reza
    Shahabi-Shahmiri, Reza
    Ghasemi, Mohammad
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2023, 126
  • [30] A Flexible Heuristic Algorithm for Resource-Constrained Project Scheduling
    Seda, Milos
    Matousek, Radomil
    Osmera, Pavel
    Pivonka, Petr
    Sandera, Cenek
    WCECS 2009: WORLD CONGRESS ON ENGINEERING AND COMPUTER SCIENCE, VOLS I AND II, 2009, : 730 - +