• DocumentCode
    1781615
  • Title

    Solving operating theater facility layout problem using a Multi-Agent system

  • Author

    Chraibi, Abdelahad ; Kharraja, Said ; Osman, Ibrahim H. ; Elbeqqali, Omar

  • Author_Institution
    Lab. of Signal & Ind. Process Anal., Univ. of Lyon, Roanne, France
  • fYear
    2014
  • fDate
    3-5 Nov. 2014
  • Firstpage
    207
  • Lastpage
    212
  • Abstract
    Operating Theater Layout Problem (OTLP) has a great impact on the productivity and the efficiency of the health process. While solving OTLP, Real-life Operating Theater (OT) sizes are larger than exact methods capacity, this lead to explore other methods as heuristics, metaheuristics or parallel treatment looking for approximate solutions. In this paper we developed a novel approach using a Multi-Agent (MA) Decision Making System (DMS) based on Mixed Integer Linear Programming (MILP) for large-sized OTLP with objective of minimizing total traveling costs. The DMS generates exact solutions in reasonable time and gives the final OT layout in a graphic interface.
  • Keywords
    cost reduction; decision making; facilities layout; health care; hospitals; integer programming; linear programming; multi-agent systems; MA DMS; OTLP; decision making system; graphic interface; health care; mixed integer linear programming; multiagent system; operating theater facility layout problem; total traveling cost minimization; Algorithm design and analysis; Artificial intelligence; Decision making; Educational institutions; Hospitals; Layout; Facility Layout Problem; Multi-Agent Systems; Operating Theater; Operational research;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control, Decision and Information Technologies (CoDIT), 2014 International Conference on
  • Conference_Location
    Metz
  • Type

    conf

  • DOI
    10.1109/CoDIT.2014.6996894
  • Filename
    6996894