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A novel hybrid machine learning metaheuristic approach to create nurse rosters in a Dutch hospital
Quak, Diederik (2023) A novel hybrid machine learning metaheuristic approach to create nurse rosters in a Dutch hospital.
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| Abstract: | This research proposes a hybrid machine learning metaheuristic approach to create nurse rosters in a Dutch hospital. The machine learning models predict what person is going to work based on historical planning data and selected features. Then, the metaheuristic framework ensures feasibility and optimises the schedule further. |
| Item Type: | Essay (Master) |
| Faculty: | BMS: Behavioural, Management and Social Sciences |
| Subject: | 85 business administration, organizational science |
| Programme: | Industrial Engineering and Management MSc (60029) |
| Link to this item: | https://purl.utwente.nl/essays/94761 |
| Export this item as: | BibTeX EndNote HTML Citation Reference Manager |
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