DocumentCode
342832
Title
Evolutionary algorithms in lecture timetabling
Author
Adamidis, Panagiotis ; Arapakis, Panagiotis
Author_Institution
Dept. of Inf., Technol. Educ. Inst. of Thessaloniki, Greece
Volume
2
fYear
1999
fDate
1999
Abstract
Several approaches have been used to solve the timetabling problem. Recently, evolutionary algorithms (EAs) have been applied with very good results to various types of timetabling problems. This paper presents the results of our work on a real course timetabling problem using EAs. We compare two versions of the EA with different representation schemes. We also compare the performance of three configurations, with or without mutation and different recombination and mutation operators. The results show that EAs can always produce a feasible solution without violation of any hard constraint
Keywords
educational administrative data processing; educational courses; evolutionary computation; course timetabling problem; evolutionary algorithms; lecture timetabling; mutation; mutation operators; recombination operators; representation scheme; Data structures; Educational institutions; Educational technology; Evolutionary computation; Genetic mutations; Informatics; Rails; Sampling methods; Space exploration; Stochastic processes;
fLanguage
English
Publisher
ieee
Conference_Titel
Evolutionary Computation, 1999. CEC 99. Proceedings of the 1999 Congress on
Conference_Location
Washington, DC
Print_ISBN
0-7803-5536-9
Type
conf
DOI
10.1109/CEC.1999.782552
Filename
782552
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