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Authors: Shin-ya Uneme ; Hikaru Kawano and Makoto Ohki

Affiliation: Graduate School of Engineering, Tottori University, Japan

Keyword(s): Cooperative Genetic Algorithm, Variable Mutation Operator, Nurse Scheduling.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence and Decision Support Systems ; Enterprise Information Systems ; Evolutionary Programming ; Industrial Applications of Artificial Intelligence ; Strategic Decision Support Systems

Abstract: This paper proposes an effective mutation operator for the cooperative genetic algorithm (CGA) to solve a nurse scheduling problem. The nurse scheduling is very complex task for a clinical director in a general hospital. Even veteran director requires one or two weeks to create the schedule. Besides, we extend the nurse schedule to permit the change of the schedule. This permission has explosively increased computation time for the nurse scheduling. We propose the new mutation operator to solve the problem. The CGA with the new mutation operator has brought surprising effective results.

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Paper citation in several formats:
Uneme, S.; Kawano, H. and Ohki, M. (2008). NURSE SCHEDULING BY COOPERATIVE GA WITH VARIABLE MUTATION OPERATOR. In Proceedings of the Tenth International Conference on Enterprise Information Systems - Volume 6: ICEIS; ISBN 978-989-8111-37-1; ISSN 2184-4992, SciTePress, pages 249-252. DOI: 10.5220/0001694802490252

@conference{iceis08,
author={Shin{-}ya Uneme. and Hikaru Kawano. and Makoto Ohki.},
title={NURSE SCHEDULING BY COOPERATIVE GA WITH VARIABLE MUTATION OPERATOR},
booktitle={Proceedings of the Tenth International Conference on Enterprise Information Systems - Volume 6: ICEIS},
year={2008},
pages={249-252},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001694802490252},
isbn={978-989-8111-37-1},
issn={2184-4992},
}

TY - CONF

JO - Proceedings of the Tenth International Conference on Enterprise Information Systems - Volume 6: ICEIS
TI - NURSE SCHEDULING BY COOPERATIVE GA WITH VARIABLE MUTATION OPERATOR
SN - 978-989-8111-37-1
IS - 2184-4992
AU - Uneme, S.
AU - Kawano, H.
AU - Ohki, M.
PY - 2008
SP - 249
EP - 252
DO - 10.5220/0001694802490252
PB - SciTePress

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