A hybrid metaheuristic case-based reasoning system for nurse rostering

作者: Gareth Beddoe , Sanja Petrovic , Jingpeng Li

DOI: 10.1007/S10951-008-0082-8

关键词:

摘要: In this paper we present a novel Case-Based Reasoning (CBR) system called CABAROST (CAsed-BAsed ROSTering) which was developed for personnel scheduling problems. CBR is used to capture and store examples of manager behaviour are then solve future Previous constraint violations in schedules the repairs that were stored as cases. The sequence repaired can have great impact on schedule quality. A memetic algorithm proposed evolves good quality sequences generated by CABAROST. tested instances real-world nurse rostering problem at Queens Medical Centre NHS Trust Nottingham.

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