DocumentCode
1520562
Title
Local search techniques for large high school timetabling problems
Author
Schaerf, Andrea
Author_Institution
Dept. di Ingegneria Elettrica, Udine Univ., Italy
Volume
29
Issue
4
fYear
1999
fDate
7/1/1999 12:00:00 AM
Firstpage
368
Lastpage
377
Abstract
The high school timetabling problem regards the weekly scheduling for all the lectures of a high school. The problem consists in assigning lectures to periods in such a way that no teacher (or class) is involved in more than one lecture at a time, and other constraints are satisfied. The problem is NP-complete and is usually tackled using heuristic methods, This paper describes a solution algorithm (and its implementation) based on local search techniques. The algorithm alternates different techniques and different types of moves and makes use of an adaptive relaxation of the hard constraints. The implementation of the algorithm has been successfully experimented with in some large high schools with various kinds of side constraints
Keywords
computational complexity; education; relaxation theory; scheduling; search problems; NP-complete problem; adaptive relaxation; large high school timetabling problems; local search techniques; Artificial intelligence; Control systems; Councils; Educational institutions; Helium; Humans; Linear programming; Scheduling; Time factors; Workstations;
fLanguage
English
Journal_Title
Systems, Man and Cybernetics, Part A: Systems and Humans, IEEE Transactions on
Publisher
ieee
ISSN
1083-4427
Type
jour
DOI
10.1109/3468.769755
Filename
769755
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