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Investigations of the longer term memory, relaxation and restructure in the tabu search heuristic optimization of examination timetables.

机译:在禁忌搜索启发式优化考试时间表中对长期记忆,放松和重构的研究。

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摘要

The examination scheduling problem is a difficult problem with NP-hard complexity and several methods for heuristically solving it have been developed over the past decades. This thesis investigates the casting of examination timetables with tabu search techniques, the combination of the move or transition recency based short-term memory and move frequency based longer-term memory and several tabu search variations such as solution restructuring, tabu relaxation, and alternating neighborhoods. By integrating the tabu techniques mentioned above, a multi-phase system OTTASYS has been implemented and tested on several sets of real data. It is shown here that the quality of the solutions obtained compare favourably with other published algorithms when presented with the same data. As the engine of the system, the algorithm OTTABU is proven powerful and productive and also can be used as a platform for further research.
机译:检查调度问题是具有NP难复杂性的难题,并且在过去的几十年中已经开发出几种启发式解决问题的方法。本文研究了使用禁忌搜索技术,基于移动或过渡新近度的短期记忆和基于移动频率的长期记忆以及几种禁忌搜索变体(例如解决方案重组,禁忌松弛和交替邻域)的组合对考试时间表的铸造。通过集成上述禁忌技术,已经实现了多相系统OTTASYS并在几组真实数据上进行了测试。此处显示,当具有相同数据时,所获得的解决方案的质量与其他已发布的算法相比具有优势。作为系统的引擎,OTTABU算法已被证明功能强大且高效,并且可以用作进一步研究的平台。

著录项

  • 作者

    Xie, Siqun.;

  • 作者单位

    University of Ottawa (Canada).;

  • 授予单位 University of Ottawa (Canada).;
  • 学科 Computer Science.
  • 学位 M.C.S.
  • 年度 2002
  • 页码 118 p.
  • 总页数 118
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 自动化技术、计算机技术;
  • 关键词

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