应对新冠疫情的教室座位分配模型

Seat assignment models for classrooms in response to Covid-19 pandemic

Journal of the Operational Research Society · 2021
被引 16
ABS 3

中文导读

针对土耳其某大学在疫情期间安排教室座位以降低感染风险的需求,提出了优化模型和图启发式算法,能在三小时内或一分钟内给出最优座位布局。

Abstract

Covid-19 has caused significant distress to social life, economy, health system, education, and many more areas all over the world. Measures such as social distance, wearing a mask, and personnel hygiene in public places and institutions are crucial to prevent the spread of the pandemic. A state university in Turkey intends to launch education during the pandemic so try to arrange seat layout for its classes in an optimum way to minimise the risk of the infection for its personnel and students due to the Covid-19 pandemic. In this regard, we propose optimisation models as well as graph-based heuristic algorithms to help the university manage this problem. Note that the solution methodologies of this study preserve the recommended social distancing among students and the recommended surface area per student, as ways to mitigate the risk of infection. Computational testing is provided, demonstrating that the optimisation models provide the optimal seat layout in a three-hour time frame for most of the tested class instances, whereas the heuristics generate the optimal seat pattern in less than one-minute time interval for every tested instance.

运筹学启发式算法新冠疫情社会距离教育管理