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Applying the threshold accepting metaheuristic to curriculum based course timetabling A contribution to the second international timetabling competition ITC 2007

机译:将接受启发式方法的阈值应用于基于课程的课程时间表为第二届国际时间表竞赛ITC 2007的贡献

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摘要

The article presents a study of local search algorithms for timetabling problems, with the particular goal of providing a contribution to competition track 3 of the International Timetabling Competition 2007 (ITC 2007). In this track, a formulation of a curriculum based course timetabling has been published, and novel benchmark instances have been presented that allow the comparison of optimization approaches. Our heuristic local search procedure is based on the principles of Threshold Accepting, overcoming local optima by a deterministic acceptance of inferior solutions throughout the search runs. A stochastic neighborhood is proposed and implemented, randomly removing and reassigning events from the current solution. The overall concept has been incrementally obtained from a series of experiments, which we describe in each (sub)seclion of the paper. In conclusions, we successfully derived a potential candidate solution approach for the finals of track 3 of the ITC 2007, held in August 2008 in Montreal, Canada.
机译:本文介绍了一项针对时标问题的本地搜索算法的研究,其特定目标是为2007年国际时标竞赛(ITC 2007)的第三条竞赛做出贡献。在此课程中,已经发布了基于课程时间表的课程表,并提出了可以比较优化方法的新颖基准实例。我们的启发式本地搜索过程基于阈值接受的原则,通过在整个搜索过程中确定性地接受劣等解决方案来克服局部最优。提出并实施了一个随机邻域,从当前解决方案中随机删除和重新分配事件。总体概念已从一系列实验中逐步获得,我们在本文的每个(子)部分进行了描述。总之,我们成功地为2008年8月在加拿大蒙特利尔举行的ITC 2007第三赛段的决赛成功地提出了一种潜在的候选解决方案。

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