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Hyper-heuristic approach for solving nurse rostering problem
K. Anwar, M.A. Awadallah, A.T. Khader,
Published in Institute of Electrical and Electronics Engineers Inc.
2014
Abstract
Hyper-heuristic (HH) is a higher level heuristic to choose from a set of heuristics applicable for the problem on hand. In this paper, a Harmony Search-based Hyper-heuristic (HSHH) approach is tested in solving nurse rostering problems (NRP). NRP is a complex scheduling problem of assigning given shifts to a given nurses. We test the proposed method by using the First International Nurse Rostering Competition 2010 (INRC2010) dataset. Experimentally, the HSHH approach achieved comparable results with the comparative methods in the literature. © 2014 IEEE.