• DocumentCode
    3212295
  • Title

    Parallel Hybrid Meta heuristic algorithm for university course timetabling problem (PHACT)

  • Author

    Alirezaei, Ehsan ; Vahedi, Zahra ; Ghaznavi-Ghoushchi, Mohammad

  • Author_Institution
    Tehran Univ., Tehran, Iran
  • fYear
    2012
  • fDate
    15-17 May 2012
  • Firstpage
    673
  • Lastpage
    678
  • Abstract
    The scheduling of courses in universities is known to be a highly constraint NP-hard problem, that is a class of optimization problems attracted by many researchers. Our solution uses hybrid algorithm for solving polynomial with satisfying all problem constraints. Of the many researches have been applied to solving the problem automatically, Meta-heuristic techniques have shown better results. In this paper we present a method based on Hybrid Meta-heuristic approach to solve university course timetabling problem. This approach has two sequential phases with overall parallel implementation; it has a main algorithm that employed prescheduling structure and overall high performance MPI algorithm. This algorithm shows 92% speedup over serial implementation. The system is tested with real data from Islamic Azad University of Iran.
  • Keywords
    educational administrative data processing; optimisation; scheduling; PHACT; high performance MPI algorithm; highly constraint NP-hard problem; meta-heuristic techniques; optimization problems; parallel hybrid meta heuristic algorithm; polynomial; university course timetabling problem; Constraint Problem; Hybrid Meta-heuristic; MPI; Timetabling;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electrical Engineering (ICEE), 2012 20th Iranian Conference on
  • Conference_Location
    Tehran
  • Print_ISBN
    978-1-4673-1149-6
  • Type

    conf

  • DOI
    10.1109/IranianCEE.2012.6292439
  • Filename
    6292439