选修课作业问题:基于收益管理的方法

IF 1.1 4区 计算机科学 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS Infor Pub Date : 2020-07-23 DOI:10.1080/03155986.2020.1796064
Armagan Ozbilge, Aydin Ulucan, Kazim Baris Atici
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引用次数: 0

摘要

摘要本论文旨在提供一种利用课程容量和学生需求的历史记录来分配学生选修课程的新方法。为此,我们建立了课程分配问题与收益管理的航空公司座位分配模型之间的联系。假设学生组成不同的群体,并打算选修有限容量的选修课,这类似于不同类别的客户购买有限容量航班的机票。我们利用一所公立大学的历史需求和容量数据,在一个现实世界的案例中说明了所提出的想法,其中高年级学生具有入学优先权。所建议的建模结果不仅可以为课程的容量分配提供服务,还可以为评估潜在的容量增加或减少决策提供建议。
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Elective course assignment problem: a revenue management based approach
Abstract The current paper aims to provide a novel approach for the assignment of students to elective courses using historical records of course capacities and student demand. With this aim, we establish a link between the course assignment problem and the airline seat allocation modeling of Revenue Management. An analogy is set up relying on the assumption that the students form distinct groups and intend to enroll in the elective courses with limited capacities, which is similar to different classes of customers to purchase tickets for the flights with limited capacities. We illustrate the proposed idea in a real-world case utilizing the historical demand and capacity data of a public university in which the senior students have priority in enrolling. The results of the proposed modeling can serve not only for capacity allocations to the courses but also offers suggestions to evaluate the potential capacity augmentation or reduction decisions.
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来源期刊
Infor
Infor 管理科学-计算机:信息系统
CiteScore
2.60
自引率
7.70%
发文量
16
审稿时长
>12 weeks
期刊介绍: INFOR: Information Systems and Operational Research is published and sponsored by the Canadian Operational Research Society. It provides its readers with papers on a powerful combination of subjects: Information Systems and Operational Research. The importance of combining IS and OR in one journal is that both aim to expand quantitative scientific approaches to management. With this integration, the theory, methodology, and practice of OR and IS are thoroughly examined. INFOR is available in print and online.
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