A simulated annealing based approach to the high school timetabling problem

IDEAL'12 Proceedings of the 13th international conference on Intelligent Data Engineering and Automated Learning(2012)

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摘要
The High School Timetabling Problem remains subject of many research in Artificial Intelligence and Operational Research fields because of its hardness to solve and practical importance. A solution for this problem basically consists in the schedule of lessons to timeslots and the assignment of resources for these lessons. This work considers the solution of the problem of the ongoing Third International Timetabling Competition (ITC), which includes a diverse set of instances from many educational institutions around the world. We proposed an approach based on Simulated Annealing. One important structural feature of our approach is the use of the KHE engine to generate initial solutions combined with a multi-neighborhood search approach. The achieved results were encouraging: nine out of seventeen feasible solutions were found and five out of twenty one all-time best solutions were improved or matched in the processing limit stipulated in the ITC.
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关键词
khe engine,simulated annealing,high school,artificial intelligence,multi-neighborhood search approach,all-time best solution,operational research field,initial solution,high school timetabling problem,ongoing third international timetabling,seventeen feasible solution
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