Constraint-based model design for timetabling problems in secondary schools

Ana Maria Nogareda, David Camacho
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引用次数: 2

Abstract

In this paper, we propose a constraint-based model for the combination of a course timetabling problem and a course allocation problem for secondary schools in Switzerland. Course timetabling has been widely studied for Universities, but for schools, solutions have only been proposed for specific countries or even for specific schools. In fact, timetabling problems presents the difficulty to be case-specific through specific constraints satisfaction. In addition, due to a recent reform of the education system in Switzerland, the timetabling problem is combined with a course allocation problem that has an important impact on timetables. Indeed, some topics are defined by a curriculum but each student may be assigned to up to five different options depending on past grades and students choices. Both problems, timetabling and allocation must be solved simultaneously and educational objectives are related to both composition of classes and timetables of students. A description of the problem and the educational objectives to consider are presented. Finally, a complete constraint-based model based on hard and soft constraints has been designed to solve the combined problem, both types of constraints are described in detail and a qualitative complexity analysis of this model is given.
基于约束的中学课程表问题模型设计
本文提出了一种基于约束的瑞士中学课程排课问题与课程分配问题相结合的模型。对于大学来说,课程排课已经得到了广泛的研究,但对于学校来说,解决方案只是针对特定的国家甚至特定的学校提出的。事实上,时间表问题通过满足特定的约束而呈现出个案化的困难。此外,由于瑞士最近的教育制度改革,课程表问题与课程分配问题相结合,这对课程表有重要影响。事实上,有些主题是由课程定义的,但根据过去的成绩和学生的选择,每个学生可能会被分配到多达五个不同的选项。课程表和分配这两个问题必须同时解决,教育目标既与班级组成有关,也与学生的课程表有关。提出了问题的描述和要考虑的教育目标。最后,设计了一个完整的基于硬约束和软约束的约束模型,对两种约束进行了详细描述,并对该模型的复杂性进行了定性分析。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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