• DocumentCode
    2917150
  • Title

    Designing a multi-agent approach system for distributed course timetabling

  • Author

    Obit, J.H. ; Landa-Silva, Dario ; Ouelhadj, D. ; Teong Khan Vun ; Alfred, Rayner

  • Author_Institution
    Labuan Sch. of Inf. Sci., Univ. Malaysia Sabah, Kampung Sungai Pagar, Malaysia
  • fYear
    2011
  • fDate
    5-8 Dec. 2011
  • Firstpage
    103
  • Lastpage
    108
  • Abstract
    This paper proposes tackling the difficult course timetabling problem using a multi-agent approach. The proposed design seeks to deal with the problem using a distributed solution environment in which a mediator agent coordinates various timetabling agents that cooperate to improve a common global solution. Initial timetables provided to the multi-agent system are generated using several hybrid heuristics that combine graph colouring heuristics and local search in different ways. The hybrid heuristics are capable of generating feasible timetables for all instances of the two sets of benchmark problems used here. We discuss how these initialisation hybrid heuristics can be incorporated into the proposed multi-agent approach in order to conduct distributed timetabling. This preliminary work serves as a solid basis towards the design of an effective multi-agent distributed timetabling system.
  • Keywords
    distributed processing; educational computing; educational courses; graph colouring; multi-agent systems; search problems; distributed course timetabling; distributed solution environment; graph colouring heuristics; hybrid heuristics; local search; mediator agent; multiagent approach system; timetabling agents; Computer science; Economics; Educational institutions; Heuristic algorithms; Hybrid intelligent systems; Multiagent systems; Resource management; course timetabling; distributed timetabling; heuristic local search; multi-agent systems;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Hybrid Intelligent Systems (HIS), 2011 11th International Conference on
  • Conference_Location
    Melacca
  • Print_ISBN
    978-1-4577-2151-9
  • Type

    conf

  • DOI
    10.1109/HIS.2011.6122088
  • Filename
    6122088