Metaheuristics for Two-stage No-Wait Flexible Flow Shop Scheduling Problem

被引:0
|
作者
Ghaleb, Mageed A. [1 ]
Suryahatmaja, Umar S. [1 ]
Alharkan, Ibrahim M. [1 ]
机构
[1] King Saud Univ, Dept Ind Engn, Riyadh 12372, Saudi Arabia
关键词
Two-stage Flexible flow shop; no-wait; Makespan; Tabu Search; Particle Swarm Optimization; PARTICLE SWARM OPTIMIZATION; MINIMIZE MAKESPAN; ALGORITHM; MACHINES; FLOWSHOPS; PARALLEL; TIME;
D O I
暂无
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The flexible flow-shop scheduling problem (FFSSP) is an important branch of production scheduling, the flexible flow shop is a combination of two well-known machine environments, which are flow shops and parallel machines, and it is well known that this problem is NP-hard. The no-wait requirement is a phenomenon that may occur in flow shops, and it's prevent the jobs to wait between two successive machines (or stages), jobs must be processed from the start to finish, without any interruption on machines (or stages) or between them. Many different approaches have been applied to FFSSP with no-wait. In this research, two-stage no-wait flexible flow shop scheduling problem (NWFFSSP) has been solved using two meta-heuristics, which are Tabu Search (TS) and Particle Swarm Optimization (PSO). We solved the NWFFSSP with minimum makespan as a performance measure. The performance of the proposed algorithms are studied and compared with previous research results using the same problem data. The results of the study proposes the effective algorithm.
引用
收藏
页数:9
相关论文
共 50 条
  • [1] A genetic algorithm for two-stage no-wait hybrid flow shop scheduling problem
    Wang, Shijin
    Liu, Ming
    [J]. COMPUTERS & OPERATIONS RESEARCH, 2013, 40 (04) : 1064 - 1075
  • [2] Bi-objective simulated annealing approaches for no-wait two-stage flexible flow shop scheduling problem
    Jolai, F.
    Asefi, H.
    Rabiee, M.
    Ramezani, P.
    [J]. SCIENTIA IRANICA, 2013, 20 (03) : 861 - 872
  • [3] The two-stage no-wait/blocking proportionate super shop scheduling problem
    Koulamas, Christos
    Panwalkar, S. S.
    [J]. INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2019, 57 (10) : 2956 - 2965
  • [4] No-wait two-stage multiprocessor flow shop scheduling with unit setup
    Rong-Hwa Huang
    Chang-Lin Yang
    Yau-Chi Huang
    [J]. The International Journal of Advanced Manufacturing Technology, 2009, 44 : 921 - 927
  • [5] No-wait two-stage multiprocessor flow shop scheduling with unit setup
    Huang, Rong-Hwa
    Yang, Chang-Lin
    Huang, Yau-Chi
    [J]. International Journal of Advanced Manufacturing Technology, 2009, 44 (9-10): : 921 - 927
  • [6] No-wait two-stage multiprocessor flow shop scheduling with unit setup
    Huang, Rong-Hwa
    Yang, Chang-Lin
    Huang, Yau-Chi
    [J]. INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2009, 44 (9-10): : 921 - 927
  • [7] BATCH SCHEDULING IN A TWO-STAGE FLEXIBLE FLOW SHOP PROBLEM
    Gerstl, Enrique
    Mosheiov, Gur
    Sarig, Assaf
    [J]. FOUNDATIONS OF COMPUTING AND DECISION SCIENCES, 2014, 39 (01) : 3 - 16
  • [8] Three meta-heuristics to solve the no-wait two-stage assembly flow-shop scheduling problem
    Mozdgir, A.
    Ghomi, S. M. T. Fatemi
    Jolai, F.
    Navaei, J.
    [J]. SCIENTIA IRANICA, 2013, 20 (06) : 2275 - 2283
  • [9] Two-stage no-wait hybrid flow shop with inter-stage flexibility for operating room scheduling
    Azaiez, Mohamed-Naceur
    Gharbi, Anis
    Kacem, Imed
    Makhlouf, Yosra
    Masmoudi, Malek
    [J]. COMPUTERS & INDUSTRIAL ENGINEERING, 2022, 168
  • [10] An intelligent hybrid meta-heuristic for solving a case of no-wait two-stage flexible flow shop scheduling problem with unrelated parallel machines
    Rabiee, M.
    Rad, Reza Sadeghi
    Mazinani, M.
    Shafaei, R.
    [J]. INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2014, 71 (5-8): : 1229 - 1245