• DocumentCode
    3151618
  • Title

    A parallel algorithm for constrained fixed two-staged two-dimensional cutting/packing problems

  • Author

    Hifi, M. ; Negre, S. ; Saadi, T.

  • Author_Institution
    Lab. MIS, Univ. de Picardie Jules Verne, Amiens, France
  • fYear
    2009
  • fDate
    6-9 July 2009
  • Firstpage
    328
  • Lastpage
    330
  • Abstract
    This paper proposes a parallel cooperative algorithm for approximately solving the constrained fixed (non-oriented) two-staged two-dimensional two-dimensional cutting/packing problem. The proposed algorithm considers three key features: a search strategy based on beam-search, a fast filling procedure based on strip generation, and a tighter upper bound applied for refining the selected paths. The algorithm explores, in parallel, a subset of elite nodes following the master-slave paradigm. The master processor guides the search-resolution by maintaining a global list while each slave processor develops its own path according to its internal lists and an internal processor that completes the global paths. The computational investigation shows the good performance of the proposed algorithm which either matches the optima or improves the best known solution values within a reduced runtime.
  • Keywords
    bin packing; search problems; beam-search; constrained fixed two-staged two-dimensional cutting/packing problems; fast filling procedure; global paths; master-slave paradigm; parallel cooperative algorithm; search strategy; slave processor; strip generation; Constraint optimization; Dynamic programming; Filling; Hybrid power systems; Linear programming; Master-slave; Parallel algorithms; Runtime; Strips; Upper bound; Beam-search; branch-and-bound; cooperative; dynamic programming; heuristics; integer programming; masterslave paradigm; optimization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computers & Industrial Engineering, 2009. CIE 2009. International Conference on
  • Conference_Location
    Troyes
  • Print_ISBN
    978-1-4244-4135-8
  • Electronic_ISBN
    978-1-4244-4136-5
  • Type

    conf

  • DOI
    10.1109/ICCIE.2009.5223664
  • Filename
    5223664