• DocumentCode
    3275937
  • Title

    An efficient metaheuristic for the blocking job shop problem with the makespan minimization

  • Author

    Zhu, Jie ; Li, Xiao-ping

  • Author_Institution
    Sch. of Comput. Sci. & Eng., Southeast Univ., Nanjing, China
  • Volume
    3
  • fYear
    2011
  • fDate
    10-13 July 2011
  • Firstpage
    1352
  • Lastpage
    1357
  • Abstract
    In this paper, the blocking job shop problem with the makespan minimization is considered, in which each operation is blocked on the corresponding machine until the machine required by its successive operation is available. A feasible schedule generation method (FSGM) is introduced to obtain the valid schedule of a given sequence by resolving conflicts between every pair of jobs in the sequence. A blocking time transfer procedure is integrated into FSGM to reduce the blocking time on a job. By reducing the blocking time, the solution obtained can be further improved. A complete local search with memory is proposed to aim for the sequence which can lead to the optimal schedule. The computational results show that the proposed algorithm can perform effectively and efficiently.
  • Keywords
    job shop scheduling; minimisation; search problems; sequences; FSGM; blocking job shop problem; blocking time transfer procedure; feasible schedule generation method; local search; makespan minimization; optimal schedule; Cybernetics; Indexes; Machine learning; Minimization; Schedules; Search problems; System recovery; Blocking; Job shop; Makespan;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics (ICMLC), 2011 International Conference on
  • Conference_Location
    Guilin
  • ISSN
    2160-133X
  • Print_ISBN
    978-1-4577-0305-8
  • Type

    conf

  • DOI
    10.1109/ICMLC.2011.6016867
  • Filename
    6016867