Mixed-Integer Linear Programming Approach for Scheduling Repetitive Projects with Time-Cost Trade-Off Consideration

被引:24
|
作者
Zou, Xin [1 ]
Fang, Shu-Cherng [2 ]
Huang, Yuan-Sheng [1 ]
Zhang, Li-Hui [3 ]
机构
[1] North China Elect Power Univ, Dept Econ Management, Baoding City 071003, Hebei, Peoples R China
[2] North Carolina State Univ, Dept Ind & Syst Engn, Raleigh, NC 27695 USA
[3] North China Elect Power Univ, Sch Econ & Management, Beijing 102206, Peoples R China
关键词
Time-cost trade-off; Repetitive projects; Mixed-integer programming; Scheduling;
D O I
10.1061/(ASCE)CP.1943-5487.0000641
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This paper studies a repetitive project scheduling problem considering multiple crews and fixed logic with the objective to minimize the total cost without exceeding a given deadline. Multiple crews means that an activity can be performed simultaneously in several units by hiring additional crews, whereas fixed logic indicates that for each activity the units assigned to the same crew must be performed by a fixed construction sequence. Existing research works use heuristic methods to solve the problem without formulating an explicit model for further analysis. In this paper, we adopt the mixed-integer programming approach to construct an exact model. To handle large-size problems, an approximate model with reduced number of constraints and variables is further presented. Extensive computational experiments demonstrate that the exact model is capable of finding optimal solutions for medium-size problems in a reasonable amount of time, and the approximate model produces good feasible solutions for large-size problems in an accepted length of time. (C) 2016 American Society of Civil Engineers.
引用
收藏
页数:6
相关论文
共 50 条
  • [1] A TRADE-OFF BETWEEN TIME AND COST IN SCHEDULING REPETITIVE CONSTRUCTION PROJECTS
    Zhang, Lihui
    Zou, Xin
    Qi, Jianxun
    JOURNAL OF INDUSTRIAL AND MANAGEMENT OPTIMIZATION, 2015, 11 (04) : 1423 - 1434
  • [2] Project time-cost trade-off scheduling: a hybrid optimization approach
    Mokhtari, Hadi
    Aghaie, Abdollah
    Rahimi, Javad
    Mozdgir, Ashkan
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2010, 50 (5-8): : 811 - 822
  • [3] Simplified Solution of Time-Cost Trade-off Problem for Building Constructions by Linear Scheduling
    Bettemir, Onder Halis
    Yucel, Tugay
    JORDAN JOURNAL OF CIVIL ENGINEERING, 2023, 17 (02) : 293 - 309
  • [4] TIME-COST TRADE-OFF FOR AIRLINERS
    HARTLEY, K
    CORCORAN, W
    JOURNAL OF INDUSTRIAL ECONOMICS, 1978, 26 (03): : 209 - 222
  • [5] Mixed-time mixed-integer linear programming scheduling model
    Westerlund, Joakim
    Hastbacka, Mattias
    Forssell, Sebastian
    Westerlund, Tapio
    INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 2007, 46 (09) : 2781 - 2796
  • [6] A contingency approach for time-cost trade-off in construction projects based on machine learning techniques
    Wang, Peipei
    Wang, Kun
    Huang, Yunhan
    Fenn, Peter
    ENGINEERING CONSTRUCTION AND ARCHITECTURAL MANAGEMENT, 2024, 31 (11) : 4677 - 4695
  • [7] A time-cost trade-off model with resource consideration using genetic algorithm
    Chua, DKH
    Chan, WT
    Govindan, K
    CIVIL ENGINEERING SYSTEMS, 1997, 14 (04): : 291 - 311
  • [8] Solving Fuzzy Time–Cost Trade-Off in Construction Projects Using Linear Programming
    Elkalla I.
    Elbeltagi E.
    El Shikh M.
    Journal of The Institution of Engineers (India): Series A, 2021, 102 (1) : 267 - 278
  • [9] Clock Skew Scheduling: Avoiding the Runtime Cost of Mixed-Integer Linear Programming
    Zgheib, Grace
    Lu, Yu Shen
    Ganusov, Ilya
    2021 31ST INTERNATIONAL CONFERENCE ON FIELD-PROGRAMMABLE LOGIC AND APPLICATIONS (FPL 2021), 2021, : 327 - 333
  • [10] TIME-COST TRADE-OFF SCHEDULING UNDER CONSTRUCTION LABOR RESOURCE CONSTRAINTS
    Benjaoran, Vacharapoom
    Sae-Tae, Numpheungk
    SURANAREE JOURNAL OF SCIENCE AND TECHNOLOGY, 2011, 18 (01): : 29 - 39