• DocumentCode
    568793
  • Title

    A pure graph coloring constructive heuristic in timetabling

  • Author

    Budiono, Tri A. ; Wong, Kok Wai

  • Author_Institution
    Sch. of Inf. Technol., Murdoch Univ., Murdoch, WA, Australia
  • Volume
    1
  • fYear
    2012
  • fDate
    12-14 June 2012
  • Firstpage
    307
  • Lastpage
    312
  • Abstract
    Finding a feasible timetable efficiently is crucial in a two-stage optimization algorithm. Heuristics adopted from graph coloring theory have been used in many algorithms to solve timetabling problem. While it has been known that the application of these heuristics alone does not guarantee in producing feasible timetables, it will be useful if there exists any indicator of what condition the heuristics will lead to producing feasible timetables. In order to understand this condition, a constructive heuristic based on Least Saturation Degree First (LSDF) graph coloring is proposed in this work. Further, the quality of the generated feasible timetable is improved by a new operator based on a column permutation. These proposed algorithms attempt to solve the timetabling benchmark problems. Results are encouraging and provide useful insight into the solution of timetabling problem.
  • Keywords
    graph colouring; optimisation; scheduling; LSDF graph coloring; column permutation; constructive heuristic; least saturation degree first; pure graph coloring; timetabling benchmark problems; two-stage optimization algorithm; Benchmark Problem; Column Permutation; Graph Coloring; Timetabling;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer & Information Science (ICCIS), 2012 International Conference on
  • Conference_Location
    Kuala Lumpeu
  • Print_ISBN
    978-1-4673-1937-9
  • Type

    conf

  • DOI
    10.1109/ICCISci.2012.6297259
  • Filename
    6297259