Exam scheduling under pandemic conditions: A mathematical model and decision support system

被引:0
|
作者
Ozturk, Zehra Kamisli [1 ,2 ]
Gundogan, Huseyin Sercan [3 ]
Mumyakmaz, Emre [4 ]
Kececioglu, Tugra [5 ]
机构
[1] Eskisehir Tech Univ, Dept Ind Engn, TR-26555 Eskisehir, Turkiye
[2] Eskisehir Tech Univ, Computat Intelligence & Optimizat Lab CIOL, TR-26555 Eskisehir, Turkiye
[3] Sociality io, Eskisehir, Turkiye
[4] Turkish Aerosp Ind, Turgut Ozal Neighbourhood 1940, Ankara, Turkiye
[5] Bosch Turkey, 27,Yesil Cd,BTSO OSB 27, TR-16140 Bursa, Turkiye
关键词
University Exam Scheduling; Pandemic; Covid-19; Optimization; K; -Means; Decision Support System; EXAMINATION TIMETABLING PROBLEM; EVOLUTIONARY ALGORITHM; LOCAL SEARCH;
D O I
10.1016/j.techfore.2024.123687
中图分类号
F [经济];
学科分类号
02 ;
摘要
The scheduling of university exams is a complex task that involves various constraints such as administrative limits, pedagogical needs, student volume, and different courses. The emergence of Covid-19 and future pandemics has added new constraints related to infection prevention and contact tracing. To address these challenges, this study proposes a multi-objective mathematical model that considers university resources, reduced classroom occupancy, and minimized student interaction. The model aims to minimize violations of pandemicrelated constraints and categorize exams by difficulty. To facilitate scheduling for entire faculties or universities, a Genetic Algorithm based web-based decision support system is developed. With these tools, the study successfully created an optimal schedule for eight departments simultaneously.
引用
收藏
页数:14
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