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assign shifts to the nurses in order to satisfy the hospital’s demand during the planning horizon by considering different … considering several important factors such as hospital’s policies, labor laws, governmental regulations, and the status of nurses … at the end of the previous planning horizon in one of the largest hospitals in Iran i.e., Milad Hospital. Due to the …
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operating room is considered to be the main engine and hence the main generator of variance in the hospital. It is our believe …
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Two ideas taken from Bayesian optimization and classifier systems are presented for personnel scheduling based on choosing a suitable scheduling rule from a set for each person's assignment. Unlike our previous work of using genetic algorithms whose learning is implicit, the learning in both...
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The aim of this research is twofold: Firstly, to model and solve a complex nurse scheduling problem with an integer programming formulation and evolutionary algorithms. Secondly, to detail a novel statistical method of comparing and hence building better scheduling algorithms by identifying...
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