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A survey of search methodologies and automated system development for examination timetabling

机译:针对考试时间表的搜索方法和自动系统开发的调查

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摘要

Examination timetabling is one of the most important administrative activities that takes place in all academic institutions. In this paper, we present a critical discussion of the research on exam timetabling which has taken place in the last decade or so. This last ten years has seen a significantly increased level of research attention for this important area. There has been a range of insightful contributions to the scientific literature both in terms of theoretical issues and practical aspects. The main aim of this survey is to highlight the new trends and key research achievements that have been carried out in the last decade. We also aim to outline a range of relevant important research issues and challenges that have been generated by this body of work.We first define the problem and discuss previous survey papers. Within our presentation of the state-of-the-art methodologies, we highlight recent research trends including hybridisations of search methodologies and the development of techniques which are motivated by raising the level of generality at which search methodologies can operate. Summarising tables are presented to provide an overall view of these techniques. We also present and discuss some important issues which have come to light concerning the public benchmark exam timetabling data. Different versions of problem datasets with the same name have been circulating in the scientific community for the last ten years and this has generated a significant amount of confusion. We clarify the situation and present a re-naming of the widely studied datasets to avoid future confusion. We also highlight which research papers have dealt with which dataset. Finally, we draw upon our discussion of the literature to present a (non-exhaustive) range of potential future research directions and open issues in exam timetabling research.
机译:考试时间表是所有学术机构中最重要的管理活动之一。在本文中,我们对过去十年左右的考试时间表研究进行了批判性讨论。最近十年来,这一重要领域的研究水平显着提高。在理论问题和实践方面,对科学文献都做出了许多有见地的贡献。这项调查的主要目的是强调过去十年来的新趋势和关键研究成果。我们还旨在概述此工作组已经产生的一系列相关的重要研究问题和挑战。我们首先定义问题并讨论以前的调查论文。在我们介绍最新方法的过程中,我们重点介绍了最新的研究趋势,包括搜索方法的混合以及技术的发展,这些技术的发展是通过提高搜索方法可操作性的普遍性来实现的。汇总表提供了这些技术的整体视图。我们还将介绍和讨论一些与公共基准考试时间表数据有关的重要问题。过去十年来,具有相同名称的不同版本的问题数据集已经在科学界中流通,这引起了极大的混乱。我们澄清了这种情况,并提出了广泛研究的数据集的重命名,以避免将来造成混乱。我们还将重点介绍哪些研究论文处理了哪些数据集。最后,我们利用对文献的讨论来提出(非详尽无遗)一系列潜在的未来研究方向和考试时间表研究中的未解决问题。

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