University of Twente Student Theses
Application of a neural network to the shift scheduling problem in supermarkets
Kool, B.B. (2022) Application of a neural network to the shift scheduling problem in supermarkets.
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| Abstract: | The shift scheduling problem in supermarkets has received little attention from current literature, despite it being a recurring and complex task. This research treats this problem as a multi-label classification problem, and proposes a machine learning approach to solve it. An uncomplicated neural network is constructed, which is able to show relatively accurate results compared to the limited amount of implemented features. The research furthermore shows how the current solution can be extended to yield even better results. |
| Item Type: | Essay (Bachelor) |
| Faculty: | EEMCS: Electrical Engineering, Mathematics and Computer Science |
| Subject: | 54 computer science |
| Programme: | Computer Science BSc (56964) |
| Link to this item: | https://purl.utwente.nl/essays/89450 |
| Export this item as: | BibTeX EndNote HTML Citation Reference Manager |
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