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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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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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Our research has shown that schedules can be built mimicking a human scheduler by using a set of rules that involve domain knowledge. This chapter presents a Bayesian Optimization Algorithm (BOA) for the nurse scheduling problem that chooses such suitable scheduling rules from a set for each...
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Schedules can be built in a similar way to a human scheduler by using a set of rules that involve domain knowledge. This paper presents an Estimation of Distribution Algorithm (EDA) for the nurse scheduling problem, which involves choosing a suitable scheduling rule from a set for the assignment...
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