DocumentCode
2358677
Title
Combining the min-conflicts and look-forward heuristics to effectively solve a set of hard university timetabling problems
Author
Tam, Vincent ; Ting, David
Author_Institution
Dept. of Electr. & Electron. Eng., Univ. of Hong Kong, China
fYear
2003
fDate
3-5 Nov. 2003
Firstpage
492
Lastpage
496
Abstract
University timetabling problems (UTPs) represent a class of challenging, high-dimensional and multi-objectives combinatorial optimization problems that are commonly solved by constructive search, local search methods or their hybrids. In this paper, we proposed to combine the min-conflicts and look-forward heuristics used in local search methods to effectively solve general university timetabling problems. Our combined heuristics when augmented with the k-reset operator, and appropriate heuristic variable ordering strategy achieved impressive results on a set of challenging UTPs obtained from an international timetabling competition. A preliminary analysis of the results was given. More importantly, our search proposal shed light on effectively solving other complex or large-scale scheduling problems.
Keywords
computability; computational complexity; constraint theory; educational administrative data processing; heuristic programming; problem solving; scheduling; search problems; CSP; NP-completeness; UTP; constrained optimization problem; constraint satisfaction problem; constructive searching; high-dimensional combinatorial optimization problem; k-reset operator; local searching; look-forward heuristics; min-conflicts; multiobjective combinatorial optimization problem; scheduling problems; university timetabling problem; Artificial intelligence; Constraint optimization; Educational institutions; Iterative methods; Large-scale systems; Optimization methods; Proposals; Scheduling; Search methods; Testing;
fLanguage
English
Publisher
ieee
Conference_Titel
Tools with Artificial Intelligence, 2003. Proceedings. 15th IEEE International Conference on
ISSN
1082-3409
Print_ISBN
0-7695-2038-3
Type
conf
DOI
10.1109/TAI.2003.1250230
Filename
1250230
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