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
Link To Document :
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