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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...

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Detalles Bibliográficos
Autores principales: Zhang, Jinfeng, Li, Xin, Zhao, Yu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
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.
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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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