Heuristic algorithms for multiprocessor task scheduling in a two-stage hybrid flow-shop

被引:69
|
作者
Oguz, C [1 ]
Ercan, MF
Cheng, TCE
Fung, YF
机构
[1] Hong Kong Polytech Univ, Dept Management, Kowloon, Hong Kong, Peoples R China
[2] Hong Kong Polytech Univ, Dept Elect Engn, Kowloon, Hong Kong, Peoples R China
关键词
heuristics; flow-shop; makespan; multiprocessor task scheduling; performance evaluation;
D O I
10.1016/S0377-2217(02)00766-X
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
The aim of this paper is to propose heuristic algorithms for a two-stage flow-shop scheduling problem with multiprocessor tasks to minimize the makespan. The heuristic algorithms are constructive in nature. They schedule the tasks one at a time from a given sequence. The rules considered for sequencing the tasks are based on simple priority rules from the literature. Some lower bounds for the problem are also derived to be used in the performance analysis of the heuristic algorithms. Next, the average performance of the proposed heuristic algorithms is analyzed by a computational experiment using randomly generated problem instances. The results suggest that these heuristic algorithms are both efficient and effective. The paper concludes with a discussion of the insights obtained from the experimental analysis about this type of scheduling problems. (C) 2002 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:390 / 403
页数:14
相关论文
共 50 条
  • [1] Scheduling multiprocessor tasks in a two-stage flow-shop environment
    Oguz, C
    Ercan, MF
    [J]. COMPUTERS & INDUSTRIAL ENGINEERING, 1997, 33 (1-2) : 269 - 272
  • [2] Hybrid flow-shop scheduling problems with multiprocessor task systems
    Oguz, C
    Zinder, Y
    Do, V
    Janiak, A
    Lichtenstein, M
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2004, 152 (01) : 115 - 131
  • [3] Modeling and solution for hybrid flow-shop scheduling problem by two-stage stochastic programming
    Huang, Yiping
    Deng, Libao
    Wang, Jianlei
    Qiu, Weiwei
    Liu, Jinfeng
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2023, 233
  • [4] An Improved Heuristic Algorithm for a Hybrid Flow-shop Scheduling
    Dai, Min
    Tang, Dunbing
    Zheng, Kun
    Cai, Qixiang
    [J]. MEASUREMENT TECHNOLOGY AND ENGINEERING RESEARCHES IN INDUSTRY, PTS 1-3, 2013, 333-335 : 1414 - 1417
  • [5] A Genetic Algorithm for Hybrid Flow-shop Scheduling with Multiprocessor Tasks
    Ceyda Oĝuz
    M. Fikret Ercan
    [J]. Journal of Scheduling, 2005, 8 : 323 - 351
  • [6] A genetic algorithm for hybrid flow-shop scheduling with multiprocessor tasks
    Oguz, C
    Ercan, M
    [J]. JOURNAL OF SCHEDULING, 2005, 8 (04) : 323 - 351
  • [7] Reentrant two-stage multiprocessor flow shop scheduling with due windows
    Huang, Rong-Hwa
    Yu, Shun-Chi
    Kuo, Chen-Wei
    [J]. INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2014, 71 (5-8): : 1263 - 1276
  • [8] Reentrant two-stage multiprocessor flow shop scheduling with due windows
    Rong-Hwa Huang
    Shun-Chi Yu
    Chen-Wei Kuo
    [J]. The International Journal of Advanced Manufacturing Technology, 2014, 71 : 1263 - 1276
  • [9] Optimal scheduling of a two-stage hybrid flow shop
    Haouari, Mohamed
    Hidri, Lotfi
    Gharbi, Anis
    [J]. MATHEMATICAL METHODS OF OPERATIONS RESEARCH, 2006, 64 (01) : 107 - 124
  • [10] Optimal Scheduling of a Two-stage Hybrid Flow Shop
    Mohamed Haouari
    Lotfi Hidri
    Anis Gharbi
    [J]. Mathematical Methods of Operations Research, 2006, 64 : 107 - 124