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Computer Sciences

Integer linear programming

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Efficient Heuristic Solutions To Scheduling Online Courses, Rida Zaidi Jul 2021

Efficient Heuristic Solutions To Scheduling Online Courses, Rida Zaidi

Electronic Theses and Dissertations

The demand for efficient algorithms to automate (near-)optimal timetables has motivated many well-studied scheduling problems in operational research. With most of the courses moving online during the recent pandemic, the delivery of quality education has raised many new technical issues, including online course scheduling. This thesis considers the problem of yielding a near-optimal schedule of the real-time courses in an educational institute, taking into account the conflict among courses, the constraint on the simultaneous consumption of the bandwidth at the hosting servers of the courses, and the maximum utilization of the prime time for the lectures. We propose three approaches …