Presentation 2014-03-07
A Consideration on an Optimization of Nurse Schedule by Cooperative GA Using Penalty Adjustment
Atsuya MORIYAMA, Yoshinori TAKEHANA, Makoto OHKI,
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Abstract(in English) Creating the nurse scheduling is a very difficult task for the chief. We address the nurse scheduling problem by using Cooperative Genetic Algorithm in this paper. However, the optimization is a process actually often observed may not be stagnated the optimization remains comparatively bad evaluation, to obtain effective schedule. For this problem, it is considered by deforming the solution space by changing the weighting of the penalty is valid, we propose a method of adjusting the weight of the penalty.
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Keyword(in English) Nurse Scheduling / Cooperative Genetic Algorithm / Penalty Function / Mutation
Paper # SIS2013-72
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Conference Date 2014/2/27(1days)
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Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) A Consideration on an Optimization of Nurse Schedule by Cooperative GA Using Penalty Adjustment
Sub Title (in English)
Keyword(1) Nurse Scheduling
Keyword(2) Cooperative Genetic Algorithm
Keyword(3) Penalty Function
Keyword(4) Mutation
1st Author's Name Atsuya MORIYAMA
1st Author's Affiliation Faculty of Engineering, Tottori University()
2nd Author's Name Yoshinori TAKEHANA
2nd Author's Affiliation Faculty of Engineering, Tottori University
3rd Author's Name Makoto OHKI
3rd Author's Affiliation Graduate School of Engineering, Tottori University
Date 2014-03-07
Paper # SIS2013-72
Volume (vol) vol.113
Number (no) 467
Page pp.pp.-
#Pages 6
Date of Issue