• DocumentCode
    2004326
  • Title

    Metaheuristics for the multi-item capacitated lot-sizing problem with time Windows and setup times

  • Author

    Erromdhani, Ridha ; Jarboui, Bassem ; Eddaly, Mansour ; Rebaï, Abdelwaheb

  • Author_Institution
    FSEGS, Sfax, Tunisia
  • fYear
    2011
  • fDate
    May 31 2011-June 3 2011
  • Firstpage
    520
  • Lastpage
    525
  • Abstract
    In this paper, we address to the multi-item capacitated lot-sizing problem with production time windows and setup times under the non-customer specific case. This problem is known to be NP-hard. Two cooperative approaches are proposed for solving this problem by combining mathematical programming and metaheuristics based on a decomposition scheme. The algorithms use simultaneously the mathematical programming and heuristic procedures such that the local Search algorithm and Variable Neighborhood descent algorithm. The computational experiments show the effectiveness of our proposed algorithms according to the approaches already presented in the literature.
  • Keywords
    computational complexity; lot sizing; mathematical programming; search problems; NP-hard; decomposition scheme; heuristic procedures; local search algorithm; mathematical programming; multiitem capacitated lot-sizing problem; production time windows; setup times; variable neighborhood descent algorithm; Electronic mail; Heuristic algorithms; Linear programming; Mathematical programming; Production; Time factors; Upper bound; capacitated multi-item lot-sizing; iterated local search and variable neighborhood Search; mathematical programming; mixed integer programming; production planning; time windows;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Logistics (LOGISTIQUA), 2011 4th International Conference on
  • Conference_Location
    Hammamet
  • Print_ISBN
    978-1-4577-0322-5
  • Type

    conf

  • DOI
    10.1109/LOGISTIQUA.2011.5939453
  • Filename
    5939453