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Heuristic Algorithm for a Personalised Student Timetable

机译:个性化学生时间表的启发式算法

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This paper present the heuristic algorithm that facilitates very efficient creation of personalised timetables for university students. The goal of the algorithm is to find a timetable with the minimal number of event overlaps and at the same time optimizing the length of the stay of the student at university every week. This goal has been achieved by the modular design of the algorithm that gradually constructs the timetable together with pruning the space of remaining options. The results delivered by this algorithm were compared with the results obtained by exhaustive search and it was concluded that our algorithm is able to find the optimal or a very near optimal solution very quickly. Therefore, the algorithm described here can be utilized for the development of the mobile application.
机译:本文提出了启发式算法,便于非常有效地为大学生个性化时间表创造。该算法的目标是找到具有最小的事件数量重叠的时间表,同时每周优化大学学生入住的长度。通过算法的模块化设计实现了这一目标,该算法逐渐构造了与剩余选项的空间进行修剪的时间表。通过该算法提供的结果与通过详尽搜索获得的结果进行了比较,并且得出结论是,我们的算法能够非常快速地找到最佳或非常接近的最佳解决方案。因此,这里描述的算法可以用于移动应用程序的开发。

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