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
Link To Document