• DocumentCode
    606046
  • Title

    A novel approach to determine cell formation, cell layout, and intracellular machine layout

  • Author

    Chin-Chih Chang ; Tai-Hsi Wu

  • Author_Institution
    Dept. of Inf. Manage., Jen-Teh Junior Coll. of Med., Nursing & Manage., Miaoli, Taiwan
  • fYear
    2012
  • fDate
    23-25 Oct. 2012
  • Firstpage
    717
  • Lastpage
    721
  • Abstract
    Formation of manufacturing cell, determination of cell layout and intracellular machine layout are three basic steps in the design of cellular manufacturing system (CMS). However, cell formation problem and cell layout problem are NP-hard combinational problems. It is difficult to obtain optimal solutions in an acceptable length of time, especially for large-sized problems. This paper proposes a novel approach, water flow-like algorithm (WFA), to tackle this problem. When compared with the mathematical programming approach which took one hour to solve problem, the proposed algorithm is able to produce optimal solution in less than one second. This shows that the proposed approach is extremely effective and efficient.
  • Keywords
    cellular manufacturing; combinatorial mathematics; design engineering; optimisation; CMS design; NP-hard combinational problems; WFA algorithm; cell formation problem; cellular manufacturing system design; intracellular machine layout; manufacturing cell formation problem; optimal solutions; water flow-like algorithm; cell formation; cell layout; intracellular machine layout; water flow-like algorithm;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Science and Service Science and Data Mining (ISSDM), 2012 6th International Conference on New Trends in
  • Conference_Location
    Taipei
  • Print_ISBN
    978-1-4673-0876-2
  • Type

    conf

  • Filename
    6528726