Care Worker Scheduling in Long-term Care Facilities Using Repair Operators
-
- KASHIWAGI Kazuto
- Kagoshima University
-
- HAYASHI Yusaku
- Kagoshima University
-
- SAKAE Hayato
- Ricoh IT Solutions Co.,Ltd.
-
- ONO Satoshi
- Kagoshima University
Bibliographic Information
- Other Title
-
- 制約違反解消オペレータを導入した介護施設の勤務スケジューリング
Abstract
<p>Care worker scheduling is a combinatorial optimization problem, which is more complicated than nurse scheduling due to the variety of qualifications and employment types of staffs. Creating a schedule requires most care managers to spend a lot of time and effort so that the schedule satisfies all constraints including human relationships at the same time. Therefore, this study proposes a care worker scheduling algorithm using problem-specific repair operators. The implemented prototype system was applied to make a monthly schedule of an actual care facility.</p>
Journal
-
- Proceedings of the Annual Conference of JSAI
-
Proceedings of the Annual Conference of JSAI JSAI2020 (0), 4Rin129-4Rin129, 2020
The Japanese Society for Artificial Intelligence
- Tweet
Details 詳細情報について
-
- CRID
- 1390566775143122560
-
- NII Article ID
- 130007857407
-
- Text Lang
- ja
-
- Data Source
-
- JaLC
- CiNii Articles
-
- Abstract License Flag
- Disallowed