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
Link To Document :
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