• DocumentCode
    2038103
  • Title

    No-wait and blocking job-shops: challenging problems for GA´s

  • Author

    Brizuela, Carlos A. ; Zhao, Yong ; Sannomiya, Nobuo

  • Author_Institution
    Centro Nacional de Computacion, Univ. Nacional de Asuncion, Paraguay
  • Volume
    4
  • fYear
    2001
  • fDate
    2001
  • Firstpage
    2349
  • Abstract
    This paper deals with the resolution of no-wait and blocking job-shop scheduling problems. A genetic algorithm is proposed as the main procedure to deal with these complex (NP-complete) problems. Decoding techniques to use in the algorithm are proposed as the main contributions of this research. The decoding techniques ensure no violation of the no-wait and blocking conditions, i.e. they always produce feasible solutions. Numerical experiments on some classical benchmark problems are performed in order to show the effectiveness of the method
  • Keywords
    genetic algorithms; production control; scheduling; NP-complete problems; blocking job-shops; decoding techniques; feasible solutions; genetic algorithm; job-shop scheduling problems; no-wait job-shops; Buffer storage; Decoding; Genetic algorithms; Job shop scheduling; Processor scheduling; Production; Steel; Stochastic processes; Temperature; Viscosity;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man, and Cybernetics, 2001 IEEE International Conference on
  • Conference_Location
    Tucson, AZ
  • ISSN
    1062-922X
  • Print_ISBN
    0-7803-7087-2
  • Type

    conf

  • DOI
    10.1109/ICSMC.2001.972908
  • Filename
    972908