Multi-Objective Scheduling of Medical Personnel and Resources in Hospital Using Heuristic Approaches
Scheduling problems in hospitals involved physicians, residents, nurses and resources. These scheduling have to fulfill a set of specific constraints. Conventional scheduling is usually a time-consuming process and uses manual approach. The previous developed scheduling however cannot be used direct...
| Main Authors: | , , , |
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| Format: | Monograph |
| Language: | English |
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UUM
2022
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| Subjects: | |
| Online Access: | https://repo.uum.edu.my/id/eprint/29585/1/14749.pdf |
| _version_ | 1803629704555528192 |
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| author | Abdul Rahman, Syariza Abdul Rahman, Rosshairy Wibowo, Antoni Negara, I Gede Putra Kusuma |
| author_facet | Abdul Rahman, Syariza Abdul Rahman, Rosshairy Wibowo, Antoni Negara, I Gede Putra Kusuma |
| author_sort | Abdul Rahman, Syariza |
| collection | UUM |
| description | Scheduling problems in hospitals involved physicians, residents, nurses and resources. These scheduling have to fulfill a set of specific constraints. Conventional scheduling is usually a time-consuming process and uses manual approach. The previous developed scheduling however cannot be used directly in other hospitals since each hospital has different characteristics and complexities. In this research, a novel multi-objective scheduling model is proposed to overcome the limitations of the previous hospitals scheduling models. The proposed model involves medical personnel scheduling and optimizes the utility of resources in hospitals simultaneously to improve quality and efficiency in daily operations. Furthermore, several modifications of heuristic techniques are also developed to obtain the best scheduling in hospitals management. |
| first_indexed | 2024-07-04T06:42:05Z |
| format | Monograph |
| id | uum-29585 |
| institution | Universiti Utara Malaysia |
| language | English |
| last_indexed | 2024-07-04T06:42:05Z |
| publishDate | 2022 |
| publisher | UUM |
| record_format | dspace |
| spelling | uum-295852023-06-28T09:21:56Z https://repo.uum.edu.my/id/eprint/29585/ Multi-Objective Scheduling of Medical Personnel and Resources in Hospital Using Heuristic Approaches Abdul Rahman, Syariza Abdul Rahman, Rosshairy Wibowo, Antoni Negara, I Gede Putra Kusuma QA75 Electronic computers. Computer science Scheduling problems in hospitals involved physicians, residents, nurses and resources. These scheduling have to fulfill a set of specific constraints. Conventional scheduling is usually a time-consuming process and uses manual approach. The previous developed scheduling however cannot be used directly in other hospitals since each hospital has different characteristics and complexities. In this research, a novel multi-objective scheduling model is proposed to overcome the limitations of the previous hospitals scheduling models. The proposed model involves medical personnel scheduling and optimizes the utility of resources in hospitals simultaneously to improve quality and efficiency in daily operations. Furthermore, several modifications of heuristic techniques are also developed to obtain the best scheduling in hospitals management. UUM 2022 Monograph NonPeerReviewed application/pdf en https://repo.uum.edu.my/id/eprint/29585/1/14749.pdf Abdul Rahman, Syariza and Abdul Rahman, Rosshairy and Wibowo, Antoni and Negara, I Gede Putra Kusuma (2022) Multi-Objective Scheduling of Medical Personnel and Resources in Hospital Using Heuristic Approaches. Technical Report. UUM. (Submitted) |
| spellingShingle | QA75 Electronic computers. Computer science Abdul Rahman, Syariza Abdul Rahman, Rosshairy Wibowo, Antoni Negara, I Gede Putra Kusuma Multi-Objective Scheduling of Medical Personnel and Resources in Hospital Using Heuristic Approaches |
| title | Multi-Objective Scheduling of Medical Personnel and Resources in Hospital Using Heuristic Approaches |
| title_full | Multi-Objective Scheduling of Medical Personnel and Resources in Hospital Using Heuristic Approaches |
| title_fullStr | Multi-Objective Scheduling of Medical Personnel and Resources in Hospital Using Heuristic Approaches |
| title_full_unstemmed | Multi-Objective Scheduling of Medical Personnel and Resources in Hospital Using Heuristic Approaches |
| title_short | Multi-Objective Scheduling of Medical Personnel and Resources in Hospital Using Heuristic Approaches |
| title_sort | multi objective scheduling of medical personnel and resources in hospital using heuristic approaches |
| topic | QA75 Electronic computers. Computer science |
| url | https://repo.uum.edu.my/id/eprint/29585/1/14749.pdf |
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