Enhancement of nurse scheduling steps using particle swarm optimization
Allocation of working schedule especially for shift approach is hard to ensure its fairness among them. In the case of nurse scheduling, to set up the time tablefor each available nurse is time consuming and complicated, which consider many factors including rules, regulation and human factor. More...
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| Format: | Conference or Workshop Item |
| Language: | en |
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2014
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| Online Access: | http://eprints.utem.edu.my/id/eprint/14207/1/Norhayatiicocoepublished.pdf http://eprints.utem.edu.my/id/eprint/14207/ |
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| _version_ | 1832716921200443392 |
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| author | Mohd Rasip, Norhayati Hasan Basari, Abd Samad Ibrahim, Nuzulha Khilwani Hussin, Burairah |
| author_facet | Mohd Rasip, Norhayati Hasan Basari, Abd Samad Ibrahim, Nuzulha Khilwani Hussin, Burairah |
| author_sort | Mohd Rasip, Norhayati |
| building | UTEM Library |
| collection | Institutional Repository |
| content_provider | Universiti Teknikal Malaysia Melaka |
| content_source | UTEM Institutional Repository |
| continent | Asia |
| country | Malaysia |
| description | Allocation of working schedule especially for shift approach is hard to ensure its fairness among them. In the case of nurse scheduling, to set up the time tablefor each available nurse is time consuming and complicated, which consider many factors including rules, regulation and human factor. Moreover, most nurses are women which have personnel constraints and maternity leave factors. The undesirable schedule can affect the nurse productivity, social life and the absenteeism can significantly as well affect patient's life. This paper aimed to enhance the scheduling process by utilizing the particle swarm optimization in order to generate an intelligent nurse schedule. The result shows that the multiple initial schedule can be generated and can be selected with the lowest cost of constraint violation. |
| format | Conference or Workshop Item |
| id | my.utem.eprints-14207 |
| institution | Universiti Teknikal Malaysia Melaka |
| language | en |
| publishDate | 2014 |
| record_format | eprints |
| spelling | my.utem.eprints-142072023-06-09T10:25:42Z http://eprints.utem.edu.my/id/eprint/14207/ Enhancement of nurse scheduling steps using particle swarm optimization Mohd Rasip, Norhayati Hasan Basari, Abd Samad Ibrahim, Nuzulha Khilwani Hussin, Burairah QA76 Computer software Allocation of working schedule especially for shift approach is hard to ensure its fairness among them. In the case of nurse scheduling, to set up the time tablefor each available nurse is time consuming and complicated, which consider many factors including rules, regulation and human factor. Moreover, most nurses are women which have personnel constraints and maternity leave factors. The undesirable schedule can affect the nurse productivity, social life and the absenteeism can significantly as well affect patient's life. This paper aimed to enhance the scheduling process by utilizing the particle swarm optimization in order to generate an intelligent nurse schedule. The result shows that the multiple initial schedule can be generated and can be selected with the lowest cost of constraint violation. 2014 Conference or Workshop Item PeerReviewed application/pdf en http://eprints.utem.edu.my/id/eprint/14207/1/Norhayatiicocoepublished.pdf Mohd Rasip, Norhayati and Hasan Basari, Abd Samad and Ibrahim, Nuzulha Khilwani and Hussin, Burairah (2014) Enhancement of nurse scheduling steps using particle swarm optimization. In: 1st International Conference on Communication and Computer Engineering, 20-21 MAY 2014, KING HOTEL, MELAKA. |
| spellingShingle | QA76 Computer software Mohd Rasip, Norhayati Hasan Basari, Abd Samad Ibrahim, Nuzulha Khilwani Hussin, Burairah Enhancement of nurse scheduling steps using particle swarm optimization |
| title | Enhancement of nurse scheduling steps using particle swarm optimization |
| title_full | Enhancement of nurse scheduling steps using particle swarm optimization |
| title_fullStr | Enhancement of nurse scheduling steps using particle swarm optimization |
| title_full_unstemmed | Enhancement of nurse scheduling steps using particle swarm optimization |
| title_short | Enhancement of nurse scheduling steps using particle swarm optimization |
| title_sort | enhancement of nurse scheduling steps using particle swarm optimization |
| topic | QA76 Computer software |
| url | http://eprints.utem.edu.my/id/eprint/14207/1/Norhayatiicocoepublished.pdf http://eprints.utem.edu.my/id/eprint/14207/ |
| url_provider | http://eprints.utem.edu.my/ |