CHIC’s Nurse Rostering Problem
The Nurse Rostering Problem (NRP) is a combinatorial problem whose challenge is to find an optimal allocation of agents in a hospital service over a given period (horizon). We present here the first steps of a Sorbonne University’s academic project to create planning for the maternity ward of the Centre Hospitalier Intercommunal de Créteil (CHIC), involving 70 midwives
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Our first objective is to generate partial solutions of sufficient quality to allow planning mangers to save time.
- We stand on real and anonymized data sets.
- We combine linear programming and heuristics approaches
Bibliography elements
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Edmund K. Burke, Patrick De Causmaecker, Greet Vanden Berghe, and Hendrik Van Landeghem. The State of the Art of Nurse Rostering. Journal of Scheduling, 7(6) :441–499, November 2004.
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Sara Ceschia, Nguyen Dang, Patrick De Causmaecker, Stefaan Haspeslagh, and Andrea Schaerf. The Second International Nurse Rostering Competition. Annals of Operations Research, 274(1-2) :171–186, March 2019.
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Patrick De Causmaecker and Greet Vanden Berghe. A categorisation of nurse rostering problems. Journal of Scheduling, 14(1), 3-16, 2011.