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Application of a real-world university-course timetabling model solved by integer programming

机译:整数规划求解的真实世界大学课程时间表模型的应用

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In this case study, we describe an integer programming (IP) approach, which has been implemented at the School of Economics and Management at Hannover University, Germany, to create the complete timetable of all courses for a term. Approximately 150 different weekly lectures, tutorials and seminars ranging from 5 to 650 students are taught by about 100 teachers. The decision problem is to assign these teaching groups to time slots and rooms so that several soft and hard constraints are met. It is modeled as an assignment problem with numerous types of constraints and about 100,000 binary or integer variables. An open source mixed-integer solver can be used to solve the problem to optimality within minutes whereas the commercial CPLEX solver takes only seconds. We also describe the implementation process and report results from an anonymous satisfaction survey among the faculty with respect to the new planning approach.
机译:在此案例研究中,我们描述了一种整数编程(IP)方法,该方法已在德国汉诺威大学经济与管理学院实施,以创建一个学期所有课程的完整时间表。大约100名教师为5至650名学生提供了大约150种不同的每周讲座,辅导和研讨会。决策问题是将这些教学组分配给时隙和房间,以便满足一些软约束和硬约束。它被建模为具有多种约束类型和大约100,000个二进制或整数变量的赋值问题。开源混合整数求解器可用于在几分钟内将问题解决到最佳状态,而商用CPLEX求解器仅需几秒钟。我们还描述了实施过程并报告了有关新计划方法的教师匿名满意度调查的结果。

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