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An intuitionistic fuzzy decision support system for COVID-19 lockdown relaxation protocols in India()
In January 2020, the World Health Organization (WHO) identified a world-threatening virus, SARS-CoV-2. To diminish the virus spread rate, India implemented a six-month-long lockdown. During this period, the Indian government lifted certain restrictions. Therefore, this study investigates the efficac...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier Ltd.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9189071/ https://www.ncbi.nlm.nih.gov/pubmed/35721279 http://dx.doi.org/10.1016/j.compeleceng.2022.108166 |
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author | Aicevarya Devi, S. Felix, A. Narayanamoorthy, Samayan Ahmadian, Ali Balaenu, Dumitru Kang, Daekook |
author_facet | Aicevarya Devi, S. Felix, A. Narayanamoorthy, Samayan Ahmadian, Ali Balaenu, Dumitru Kang, Daekook |
author_sort | Aicevarya Devi, S. |
collection | PubMed |
description | In January 2020, the World Health Organization (WHO) identified a world-threatening virus, SARS-CoV-2. To diminish the virus spread rate, India implemented a six-month-long lockdown. During this period, the Indian government lifted certain restrictions. Therefore, this study investigates the efficacy of India’s lockdown relaxation protocols using fuzzy decision-making. The decision-making trial and evaluation laboratory (DEMATEL) is one of the fuzzy MCDM methods. When it is associated with intuitionistic fuzzy circumstances, it is known as the intuitionistic fuzzy DEMATEL (IF-DEMATEL) method. Moreover, converting intuitionistic fuzzy into a crisp score (CIFCS) algorithm is an aggregation technique utilized for the intuitionistic fuzzy set. By using IF-DEMATEL and CIFCS, the most efficient lockdown relaxation protocols for COVID-19 are determined. It also provides the cause and effect relationship of the lockdown relaxation protocols. Additionally, the comparative study is carried out through various DEMATEL methods to see the effectiveness of the result. The findings would be helpful to the government’s decision-making process in the fight against the pandemic. |
format | Online Article Text |
id | pubmed-9189071 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Elsevier Ltd. |
record_format | MEDLINE/PubMed |
spelling | pubmed-91890712022-06-13 An intuitionistic fuzzy decision support system for COVID-19 lockdown relaxation protocols in India() Aicevarya Devi, S. Felix, A. Narayanamoorthy, Samayan Ahmadian, Ali Balaenu, Dumitru Kang, Daekook Comput Electr Eng Article In January 2020, the World Health Organization (WHO) identified a world-threatening virus, SARS-CoV-2. To diminish the virus spread rate, India implemented a six-month-long lockdown. During this period, the Indian government lifted certain restrictions. Therefore, this study investigates the efficacy of India’s lockdown relaxation protocols using fuzzy decision-making. The decision-making trial and evaluation laboratory (DEMATEL) is one of the fuzzy MCDM methods. When it is associated with intuitionistic fuzzy circumstances, it is known as the intuitionistic fuzzy DEMATEL (IF-DEMATEL) method. Moreover, converting intuitionistic fuzzy into a crisp score (CIFCS) algorithm is an aggregation technique utilized for the intuitionistic fuzzy set. By using IF-DEMATEL and CIFCS, the most efficient lockdown relaxation protocols for COVID-19 are determined. It also provides the cause and effect relationship of the lockdown relaxation protocols. Additionally, the comparative study is carried out through various DEMATEL methods to see the effectiveness of the result. The findings would be helpful to the government’s decision-making process in the fight against the pandemic. Elsevier Ltd. 2022-09 2022-06-13 /pmc/articles/PMC9189071/ /pubmed/35721279 http://dx.doi.org/10.1016/j.compeleceng.2022.108166 Text en © 2022 Elsevier Ltd. All rights reserved. Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active. |
spellingShingle | Article Aicevarya Devi, S. Felix, A. Narayanamoorthy, Samayan Ahmadian, Ali Balaenu, Dumitru Kang, Daekook An intuitionistic fuzzy decision support system for COVID-19 lockdown relaxation protocols in India() |
title | An intuitionistic fuzzy decision support system for COVID-19 lockdown relaxation protocols in India() |
title_full | An intuitionistic fuzzy decision support system for COVID-19 lockdown relaxation protocols in India() |
title_fullStr | An intuitionistic fuzzy decision support system for COVID-19 lockdown relaxation protocols in India() |
title_full_unstemmed | An intuitionistic fuzzy decision support system for COVID-19 lockdown relaxation protocols in India() |
title_short | An intuitionistic fuzzy decision support system for COVID-19 lockdown relaxation protocols in India() |
title_sort | intuitionistic fuzzy decision support system for covid-19 lockdown relaxation protocols in india() |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9189071/ https://www.ncbi.nlm.nih.gov/pubmed/35721279 http://dx.doi.org/10.1016/j.compeleceng.2022.108166 |
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