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The Heuristic Algorithm Optimization of Home Care Path Based on the Internet of Things Realizes Connected Medical Care
Optimize the scheduling problem of family nursing staff according to the actual needs of the customers, combined with the psychological behavior characteristics of the participants, and use the path heuristic algorithm on home nursing service institutions, full-time nursing staff, and nursing custom...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8863450/ https://www.ncbi.nlm.nih.gov/pubmed/35211185 http://dx.doi.org/10.1155/2022/3237554 |
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author | Zhang, Jinfeng Li, Xin Zhao, Yu |
author_facet | Zhang, Jinfeng Li, Xin Zhao, Yu |
author_sort | Zhang, Jinfeng |
collection | PubMed |
description | Optimize the scheduling problem of family nursing staff according to the actual needs of the customers, combined with the psychological behavior characteristics of the participants, and use the path heuristic algorithm on home nursing service institutions, full-time nursing staff, and nursing customers. Taking this as the maximization of the three subjects as the ultimate goal of home caregiver optimization and scheduling, a path heuristic-based heuristic optimization and scheduling method (path heuristic algorithm, PHA). The effectiveness of this method is analyzed through examples, and finally, according to the experimental analysis results of the distribution, dominance, and convergence of the proposed PHA algorithm, the home caregiver optimization and scheduling method proposed in this paper can provide a more long-term scheduling method for enterprise companies. |
format | Online Article Text |
id | pubmed-8863450 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-88634502022-02-23 The Heuristic Algorithm Optimization of Home Care Path Based on the Internet of Things Realizes Connected Medical Care Zhang, Jinfeng Li, Xin Zhao, Yu Comput Math Methods Med Research Article Optimize the scheduling problem of family nursing staff according to the actual needs of the customers, combined with the psychological behavior characteristics of the participants, and use the path heuristic algorithm on home nursing service institutions, full-time nursing staff, and nursing customers. Taking this as the maximization of the three subjects as the ultimate goal of home caregiver optimization and scheduling, a path heuristic-based heuristic optimization and scheduling method (path heuristic algorithm, PHA). The effectiveness of this method is analyzed through examples, and finally, according to the experimental analysis results of the distribution, dominance, and convergence of the proposed PHA algorithm, the home caregiver optimization and scheduling method proposed in this paper can provide a more long-term scheduling method for enterprise companies. Hindawi 2022-02-15 /pmc/articles/PMC8863450/ /pubmed/35211185 http://dx.doi.org/10.1155/2022/3237554 Text en Copyright © 2022 Jinfeng Zhang et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Zhang, Jinfeng Li, Xin Zhao, Yu The Heuristic Algorithm Optimization of Home Care Path Based on the Internet of Things Realizes Connected Medical Care |
title | The Heuristic Algorithm Optimization of Home Care Path Based on the Internet of Things Realizes Connected Medical Care |
title_full | The Heuristic Algorithm Optimization of Home Care Path Based on the Internet of Things Realizes Connected Medical Care |
title_fullStr | The Heuristic Algorithm Optimization of Home Care Path Based on the Internet of Things Realizes Connected Medical Care |
title_full_unstemmed | The Heuristic Algorithm Optimization of Home Care Path Based on the Internet of Things Realizes Connected Medical Care |
title_short | The Heuristic Algorithm Optimization of Home Care Path Based on the Internet of Things Realizes Connected Medical Care |
title_sort | heuristic algorithm optimization of home care path based on the internet of things realizes connected medical care |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8863450/ https://www.ncbi.nlm.nih.gov/pubmed/35211185 http://dx.doi.org/10.1155/2022/3237554 |
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