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Work Resumption After Epidemic Using Three-Way Decisions
After the epidemic, all enterprises are faced with the difficult decision about whether the enterprise should resume work and production immediately, which is related to the safety and development of enterprises. The three-way decisions offer a novel study perspective to solve this problem. Firstly,...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7781655/ http://dx.doi.org/10.1007/s40815-020-01006-5 |
_version_ | 1783631720589819904 |
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author | Li, Xiang Wang, Hai Xu, Zeshui |
author_facet | Li, Xiang Wang, Hai Xu, Zeshui |
author_sort | Li, Xiang |
collection | PubMed |
description | After the epidemic, all enterprises are faced with the difficult decision about whether the enterprise should resume work and production immediately, which is related to the safety and development of enterprises. The three-way decisions offer a novel study perspective to solve this problem. Firstly, we describe some relevant attributes of the enterprise with double hierarchy hesitant fuzzy linguistic term sets, and construct double hierarchy hesitant fuzzy linguistic information systems for each enterprise. Secondly, we get the weights of attributes with the entropy weight method, and take the weighted aggregation of attributes information as the conditional probability that the enterprise is in a safe state. Next, we classify each enterprise according to its size. Considering the influence of different sizes of enterprises, we put forward the corresponding loss function matrix. Then we get the decision results about work resumption based on the principle of minimizing the loss, which demonstrates the practicability and effectiveness of our method. Finally, we compare the method proposed by us with the other method and discuss the advantages and limitations of our proposed method. |
format | Online Article Text |
id | pubmed-7781655 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-77816552021-01-05 Work Resumption After Epidemic Using Three-Way Decisions Li, Xiang Wang, Hai Xu, Zeshui Int. J. Fuzzy Syst. Article After the epidemic, all enterprises are faced with the difficult decision about whether the enterprise should resume work and production immediately, which is related to the safety and development of enterprises. The three-way decisions offer a novel study perspective to solve this problem. Firstly, we describe some relevant attributes of the enterprise with double hierarchy hesitant fuzzy linguistic term sets, and construct double hierarchy hesitant fuzzy linguistic information systems for each enterprise. Secondly, we get the weights of attributes with the entropy weight method, and take the weighted aggregation of attributes information as the conditional probability that the enterprise is in a safe state. Next, we classify each enterprise according to its size. Considering the influence of different sizes of enterprises, we put forward the corresponding loss function matrix. Then we get the decision results about work resumption based on the principle of minimizing the loss, which demonstrates the practicability and effectiveness of our method. Finally, we compare the method proposed by us with the other method and discuss the advantages and limitations of our proposed method. Springer Berlin Heidelberg 2021-01-05 2021 /pmc/articles/PMC7781655/ http://dx.doi.org/10.1007/s40815-020-01006-5 Text en © Taiwan Fuzzy Systems Association 2021 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Article Li, Xiang Wang, Hai Xu, Zeshui Work Resumption After Epidemic Using Three-Way Decisions |
title | Work Resumption After Epidemic Using Three-Way Decisions |
title_full | Work Resumption After Epidemic Using Three-Way Decisions |
title_fullStr | Work Resumption After Epidemic Using Three-Way Decisions |
title_full_unstemmed | Work Resumption After Epidemic Using Three-Way Decisions |
title_short | Work Resumption After Epidemic Using Three-Way Decisions |
title_sort | work resumption after epidemic using three-way decisions |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7781655/ http://dx.doi.org/10.1007/s40815-020-01006-5 |
work_keys_str_mv | AT lixiang workresumptionafterepidemicusingthreewaydecisions AT wanghai workresumptionafterepidemicusingthreewaydecisions AT xuzeshui workresumptionafterepidemicusingthreewaydecisions |