| Presentation | 2014-12-18 A study on Genetic Algorithm-based Nurse Scheduling Considering Individual Preference Masanari KONDO, Ryosuke KUBOTA, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, we propose a genetic algorithm (GA)-based shift roster creating method considering the individual preference of nurses. In the conventional methods, the shift roster is created with considering the individual preference. However, the created shift roster satisfies the working guideline for nurses. In this paper, we propose a modified GA-based shift roster creating method. The proposed method employs new constraints for consecutive working days and modify the conventional method. Furthermore, we modify the fitness function. The validity and the effectiveness of the proposed method are confirmed by various simulation. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Nurse Scheduling Problem (NSP) / Genetic Algorithm (GA) |
| Paper # | SIS2014-72 |
| Date of Issue |
| Conference Information | |
| Committee | SIS |
|---|---|
| Conference Date | 2014/12/11(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
| Secretary | |
| Assistant | |
| Paper Information | |
| Registration To | Smart Info-Media Systems (SIS) |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A study on Genetic Algorithm-based Nurse Scheduling Considering Individual Preference |
| Sub Title (in English) | |
| Keyword(1) | Nurse Scheduling Problem (NSP) |
| Keyword(2) | Genetic Algorithm (GA) |
| 1st Author's Name | Masanari KONDO |
| 1st Author's Affiliation | National Institute of Technology, Ube College() |
| 2nd Author's Name | Ryosuke KUBOTA |
| 2nd Author's Affiliation | National Institute of Technology, Ube College |
| Date | 2014-12-18 |
| Paper # | SIS2014-72 |
| Volume (vol) | vol.114 |
| Number (no) | 370 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |