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
  • [21] Solving resource-constrained project scheduling problems using Tabu Search
    Ikonomou, A
    Galletly, JE
    Daniel, RC
    INTELLIGENT SYSTEMS FOR MANUFACTURING: MULTI-AGENT SYSTEMS AND VIRTUAL ORGANIZATION, 1998, : 311 - 322
  • [22] An efficient simulation algorithm for Resource-Constrained Project Scheduling Problem
    Peng, L.
    Wuliang, P.
    Open Mechanical Engineering Journal, 2014, 8 (01): : 9 - 13
  • [23] SOLVING RESOURCE-CONSTRAINED PROJECT SCHEDULING PROBLEMS BY A-STAR SEARCH
    BELL, CE
    PARK, K
    NAVAL RESEARCH LOGISTICS, 1990, 37 (01) : 61 - 84
  • [24] Efficient Genetic Algorithm for Resource-Constrained Project Scheduling Problem
    王宏
    李同玲
    林丹
    Transactions of Tianjin University, 2010, (05) : 376 - 382
  • [25] Efficient Genetic Algorithm for Resource-Constrained Project Scheduling Problem
    王宏
    李同玲
    林丹
    Transactions of Tianjin University, 2010, 16 (05) : 376 - 382
  • [26] Efficient genetic algorithm for resource-constrained project scheduling problem
    Wang H.
    Li T.
    Lin D.
    Transactions of Tianjin University, 2010, 16 (5) : 376 - 382
  • [27] Solving Resource-Constrained Project Scheduling Problem Using Metaheuristic Algorithm
    Munlin, Mudarmeen
    2018 5TH INTERNATIONAL CONFERENCE ON ELECTRICAL AND ELECTRONIC ENGINEERING (ICEEE), 2018, : 344 - 349
  • [28] Solving Resource-Constrained Project Scheduling Problem via Genetic Algorithm
    Liu, Jia
    Liu, Yisheng
    Shi, Ying
    Li, Jian
    JOURNAL OF COMPUTING IN CIVIL ENGINEERING, 2020, 34 (02)
  • [29] COMPUTATIONAL EXPERIENCE WITH A BACKTRACKING ALGORITHM FOR SOLVING A GENERAL-CLASS OF PRECEDENCE AND RESOURCE-CONSTRAINED SCHEDULING PROBLEMS
    PATTERSON, JH
    TALBOT, FB
    SLOWINSKI, R
    WEGLARZ, J
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1990, 49 (01) : 68 - 79
  • [30] A Heuristic Algorithm for Solving Resource Constrained Project Scheduling Problems
    Chand, Shelvin
    Singh, Hemant Kumar
    Ray, Tapabrata
    2017 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC), 2017, : 225 - 232