Improving a heuristic repair method for large-scale school timetabling problems

被引:0
|
作者
Kaneko, K [1 ]
Yoshikawa, M [1 ]
Nakakuki, Y [1 ]
机构
[1] NEC Corp Ltd, C&C Media Res Labs, Miyamae Ku, Kawasaki, Kanagawa 2168555, Japan
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暂无
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
Timetable construction is extremely difficult and time- consuming in large high-schools and universities. Even latest high-quality heuristic repair methods leave constraint violations to be fixed manually. This paper describes two improvements, initialization and repair. The improved initialization method applies a heuristic repair method whenever inconsistencies are found during the construction. The improved repair method escapes from local minima by moving two lectures at once in a way similar to the way billiard balls move. Evaluating these methods by using them on real high-school and university timetabling problems showed that they left between 30% and 97% fewer violations than a previous method left.
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收藏
页码:275 / 288
页数:14
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