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 :
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