International Transactions in Operational Research · 2002 · 52 citations · 4 references
ManagementDecision SciencesOptimizationProject SchedulingSchedulingCombinatorial OptimizationGenetic AlgorithmsResource-constrained SchedulingSchedule OptimizationScheduling OptimizationScheduling TheoryGenetic Algorithm OptimizationHeuristic AlgorithmsOptimization-based SchedulingScheduling ConstraintsScheduling HeuristicsScheduling ProblemsTimetable OptimizationTimetabling
The timetabling problem is concerned with the allocation, subject to constraints, of given resources to objects in space and time in such way as to satisfy as nearly as possible a set of desirable objectives. This problem is known to be NP–complete and as such only combinatorial optimization methods can guarantee an optimal timetable. In this paper we propose a sector–based genetic algorithm for solving a university weekly courses timetabling problem. Preliminary experimental results indicate that the algorithm is promising.
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Genetic algorithms in search, optimization, and machine learning
Choice Reviews Online · 1989 · 49.3K citations
Genetic Algorithms in Search, Optimization & Machine Learning
D. E. Goldberg · Medical Entomology and Zoology · 1989 · 2.3K citations
A system for computing university examination timetables
David C. Wood · The Computer Journal · 1968 · 54 citations · Full text