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Authors: Makoto Ohki and Hideaki Kinjo

Affiliation: Graduate School of Tottori University, Japan

ISBN: 978-989-8425-83-6

Keyword(s): Nurse scheduling, Genecit algorithm, Cooperative genecitic algorithm, Penalty coefficient adjustment.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Computational Intelligence ; Evolutionary Computing ; Genetic Algorithms ; Informatics in Control, Automation and Robotics ; Intelligent Control Systems and Optimization ; Society and Cultural Aspects of Evolution ; Soft Computing

Abstract: This paper describes a penalty adjustment technique for CGA applied to the nurse scheduling problem. The nurse scheduling is very complex task, because many requirements must be considered. In real hospital, some changes of the schedule often happen. Such a change of the shift schedule yields various inconveniences. Such an inconvenience causes the fall of the nursing level of the whole nurse organization. Furthermore, reoptimization of the schedule including such changes is very hard task and requires very long computing time. To improve this problem, we propose a technique to adjust penalty coefficient through the optimization.

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Paper citation in several formats:
Ohki, M. and Kinjo, H. (2011). NURSE SCHEDULING BY COOPERATIVE GA WITH PENALTY COEFFICIENT ADJUSTMENT.In Proceedings of the International Conference on Evolutionary Computation Theory and Applications - Volume 1: ECTA, (IJCCI 2011) ISBN 978-989-8425-83-6, pages 255-258. DOI: 10.5220/0003618902550258

@conference{ecta11,
author={Makoto Ohki. and Hideaki Kinjo.},
title={NURSE SCHEDULING BY COOPERATIVE GA WITH PENALTY COEFFICIENT ADJUSTMENT},
booktitle={Proceedings of the International Conference on Evolutionary Computation Theory and Applications - Volume 1: ECTA, (IJCCI 2011)},
year={2011},
pages={255-258},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003618902550258},
isbn={978-989-8425-83-6},
}

TY - CONF

JO - Proceedings of the International Conference on Evolutionary Computation Theory and Applications - Volume 1: ECTA, (IJCCI 2011)
TI - NURSE SCHEDULING BY COOPERATIVE GA WITH PENALTY COEFFICIENT ADJUSTMENT
SN - 978-989-8425-83-6
AU - Ohki, M.
AU - Kinjo, H.
PY - 2011
SP - 255
EP - 258
DO - 10.5220/0003618902550258

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