Optimal project duration for resource leveling

被引:14
作者
Atan, Tankut [1 ]
Eren, Elif [1 ]
机构
[1] Isik Univ, Dept Ind Engn, TR-34980 Istanbul, Turkey
关键词
Project scheduling; Resource leveling; Variable project duration; Mixed integer linear programming; Release and Rehire metric; COST PROBLEM;
D O I
10.1016/j.ejor.2017.10.022
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
Resource leveling is important in project management as resource fluctuations are costly and undesired. Typically, schedules with better resource profiles are obtained by shifting the activities within their float times using the schedule of fixed duration found by Critical Path Method. However, if the project duration can be extended, it is plausible to find a schedule with enhanced resource leveling since a longer duration allows for more float time for all activities. In this work, we relax the assumption of fixed durations in resource leveling formulations and investigate what the minimal project duration for the best leveled schedule should be. We provide mixed-integer linear models for several leveling objectives including the Release and Rehire metric. We show that not all metrics used for leveling under fixed durations may be appropriate when the project duration becomes a decision variable. Optimal solutions from smaller problems are used to find the magnitude of the extension needed and benefits obtained thereby. Since the problem is a NP-hard problem for which exact solutions cannot be obtained for large networks in reasonable time, we provide a greedy heuristic to be used with the Release and Rehire metric. Using an iterative framework, we also test the performance of a state-of-the-art heuristic algorithm from the literature on our problem. Computational experiments indicate that the more the number of resources is increased, the less leveling benefits are gained from extending the project. The optimal project durations and extension benefits can also be significantly different for different metrics. (C) 2017 Elsevier B.V. All rights reserved.
引用
收藏
页码:508 / 520
页数:13
相关论文
共 18 条
  • [1] Ballestin F., 2007, International Journal of Operations Research, V4, P50
  • [2] Christodoulou SE, 2015, INT HANDB INFORM SYS, P389, DOI 10.1007/978-3-319-05443-8_18
  • [3] Optimizing Resource Leveling in Construction Projects
    El-Rayes, Khaled
    Jun, Dho Heon
    [J]. JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT-ASCE, 2009, 135 (11): : 1172 - 1180
  • [4] Gurobi Optimization Inc, 2015, GUROBI OPTIMIZER REF
  • [5] PACKING METHOD FOR RESOURCE LEVELING (PACK)
    HARRIS, RB
    [J]. JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT-ASCE, 1990, 116 (02): : 331 - 350
  • [6] Kim J., 2005, J ASIAN ARCHIT BUILD, V4, P461, DOI [10.3130/jaabe.4.461, DOI 10.3130/JAABE.4.461]
  • [7] The total adjustment cost problem: Applications, models, and solution algorithms
    Kreter, Stefan
    Rieck, Julia
    Zimmermann, Juergen
    [J]. JOURNAL OF SCHEDULING, 2014, 17 (02) : 145 - 160
  • [8] Metaheuristics for project and construction management - A state-of-the-art review
    Liao, T. Warren
    Egbelu, P. J.
    Sarker, B. R.
    Leu, S. S.
    [J]. AUTOMATION IN CONSTRUCTION, 2011, 20 (05) : 491 - 505
  • [9] The Resource Leveling Problem with multiple resources using an adaptive genetic algorithm
    Luis Ponz-Tienda, Jose
    Yepes, Victor
    Pellicer, Eugenio
    Moreno-Flores, Joaquin
    [J]. AUTOMATION IN CONSTRUCTION, 2013, 29 : 161 - 172
  • [10] Resource levelling for projects with schedule-dependent time windows
    Neumann, K
    Zimmermann, J
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1999, 117 (03) : 591 - 605