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A mathematical programming tool for an efficient decision-making on teaching assignment under non-regular time schedules
- Publication Year :
- 2022
- Publisher :
- Springer-Verlag, 2022.
-
Abstract
- [EN] In this paper, an optimization tool based on a MILP model to support the teaching assignment process is proposed. It considers not only hierarchical issues among lecturers but also their preferences to teach a particular subject, the non-regular time schedules throughout the academic year, different type of credits, number of groups and other specific characteristics. Besides, it adds restrictions based on the time compatibility among the different subjects, the lecturers' availability, the maximum number of subjects per lecturer, the maximum number of lecturers per subject as well as the maximum and minimum saturation level for each lecturer, all of them in order to increase the teaching quality. Schedules heterogeneity and other features regarding the operation of some universities justify the usefulness of this model since no study that deals with all of them has been found in the literature review. Model validation has been performed with two real data sets collected from one academic year schedule at the Spanish University Universitat Politecnica de Valencia.
- Subjects :
- 0209 industrial biotechnology
Schedule
Operations research
Process (engineering)
Computer science
Strategy and Management
media_common.quotation_subject
0211 other engineering and technologies
Computational intelligence
02 engineering and technology
Non-regular schedules
Management Science and Operations Research
Model validation
020901 industrial engineering & automation
Mixed integer linear programming
Management of Technology and Innovation
Quality (business)
media_common
Numerical Analysis
021103 operations research
Academic year
Subject (documents)
Teaching assignment problem
08.- Fomentar el crecimiento económico sostenido, inclusivo y sostenible, el empleo pleno y productivo, y el trabajo decente para todos
Computational Theory and Mathematics
Order (business)
Modeling and Simulation
ORGANIZACION DE EMPRESAS
Type of credits
Statistics, Probability and Uncertainty
Time compatibility
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Accession number :
- edsair.doi.dedup.....a6b9239f1e12a5e273f72dddc7afe813