• DocumentCode
    527528
  • Title

    Parallel metaheuristic algorithm for exam timetabling

  • Author

    Mansour, Nashat ; Haidar, Ghia Sleiman

  • Author_Institution
    Dept. of Comput. Sci. & Math., Lebanese American Univ., Beirut, Lebanon
  • Volume
    1
  • fYear
    2010
  • fDate
    10-12 Aug. 2010
  • Firstpage
    471
  • Lastpage
    475
  • Abstract
    Exam timetabling is a computationally intractable problem, which requires heuristic techniques for producing good sub-optimal solutions within reasonable execution time. For large numbers of exams and students, sequential algorithms are likely to be time consuming. The purpose of this work is to present a parallel metaheuristic algorithm for producing good sub-optimal exam timetables in a reasonable time. Empirical results show that our proposed parallel scatter search algorithm yields good speedup. Also, they show that the parallel algorithm improves solution quality in comparison with the sequential algorithm.
  • Keywords
    computational complexity; computer aided instruction; parallel algorithms; exam timetabling; parallel metaheuristic algorithm; scatter search algorithm; sequential algorithm; Europe; Evolutionary computation; Heuristic algorithms; Parallel algorithms; Program processors; Search problems; Metaheuristics; exam timetabling; parallel algorithm; scatter search;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Natural Computation (ICNC), 2010 Sixth International Conference on
  • Conference_Location
    Yantai, Shandong
  • Print_ISBN
    978-1-4244-5958-2
  • Type

    conf

  • DOI
    10.1109/ICNC.2010.5583143
  • Filename
    5583143