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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,...

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Detalles Bibliográficos
Autores principales: Li, Xiang, Wang, Hai, Xu, Zeshui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7781655/
http://dx.doi.org/10.1007/s40815-020-01006-5
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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.
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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
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