EFFICIENT INTEGER PROGRAMMING ALGORITHM WITH NETWORK CUTS FOR SOLVING RESOURCE-CONSTRAINED SCHEDULING PROBLEMS.

被引:117
|
作者
Talbot, F.Brian
Patterson, James H.
机构
关键词
MATHEMATICAL PROGRAMMING;
D O I
10.1287/mnsc.24.11.1163
中图分类号
学科分类号
摘要
Description of an integer programming algorithm for allocating limited resources to competing activities (jobs, tasks, etc. ) of a project such that the completion time of the project is minimal among all possible completion times. Typical of such problems is the minimization of the completion time of projects of the PERT/CPM variety where limits on resource availability force the postponement of selected activities during project performance. The procedure developed consists of a systematic evaluation (enumeration) of all possible job finish times for each task in the project. To limit the number of task assignments which have to be explicitly evaluated, an artifice called a network cut is developed which removes from consideration the evaluation of job finish times which cannot lead to a reduced project completion time. Results reported demonstrate that the procedure developed is a reliable optimization technique for projects consisting of up to 30-50 jobs and three different resource types. The procedure is particularly applicable in those instances in which computer primary storage is limited.
引用
收藏
页码:1163 / 1174
相关论文
共 50 条
  • [41] A Two-Stage Repair Strategy Based Evolutionary Algorithm for Solving Resource-Constrained Project Scheduling Problems
    Xie, Guohui
    Shao, Shuai
    Tian, Ye
    2024 6TH INTERNATIONAL CONFERENCE ON DATA-DRIVEN OPTIMIZATION OF COMPLEX SYSTEMS, DOCS 2024, 2024, : 142 - 149
  • [42] Flexible Scheduling Approach for Resource-Constrained Project Scheduling Problems
    Liu, Shixin
    Tukel, Oya I.
    Rom, W.
    2008 7TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-23, 2008, : 3522 - +
  • [43] An organizational cooperative coevolutionary algorithm for multimode resource-constrained project scheduling problems
    Wang, Lixia
    Liu, Jing
    Zhou, Mingxing
    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2014, 8886 : 680 - 690
  • [44] Memetic algorithm for multi-mode resource-constrained project scheduling problems
    Shixin Liu
    Di Chen
    Yifan Wang
    Journal of Systems Engineering and Electronics, 2014, 25 (04) : 609 - 617
  • [45] Tabu search and an exact algorithm for the solutions of resource-constrained project scheduling problems
    Atli O.
    International Journal of Computational Intelligence Systems, 2011, 4 (02) : 255 - 267
  • [46] Tabu Search and an Exact Algorithm for the Solutions of Resource-Constrained Project Scheduling Problems
    Omer Atli
    International Journal of Computational Intelligence Systems, 2011, 4 (2) : 255 - 267
  • [47] Resource-constrained project scheduling:: Computing lower bounds by solving minimum cut problems
    Möhring, RH
    Schulz, AS
    Stork, F
    Uetz, M
    ALGORITHMS - ESA'99, 1999, 1643 : 139 - 150
  • [48] Differential evolution for solving multi-mode resource-constrained project scheduling problems
    Damak, N.
    Jarboui, B.
    Siarry, P.
    Loukil, T.
    COMPUTERS & OPERATIONS RESEARCH, 2009, 36 (09) : 2653 - 2659
  • [49] A Differential Evolution Algorithm for Solving Resource Constrained Project Scheduling Problems
    Ali, Ismail M.
    Elsayed, Saber Mohammed
    Ray, Tapabrata
    Sarker, Ruhul A.
    ARTIFICIAL LIFE AND COMPUTATIONAL INTELLIGENCE, ACALCI 2016, 2016, 9592 : 209 - 220
  • [50] Tabu Search and an Exact Algorithm for the Solutions of Resource-Constrained Project Scheduling Problems
    Atli, Omer
    INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS, 2011, 4 (02): : 255 - 267