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Human Centered Decision-Making for COVID-19 Testing Center Location Selection: Tamil Nadu—A Case Study
This paper proposes a blend of three techniques to select COVID-19 testing centers. The objective of the paper is to identify a suitable location to establish new COVID-19 testing centers. Establishment of the testing center in the needy locations will be beneficial to both public and government off...
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/PMC8930239/ https://www.ncbi.nlm.nih.gov/pubmed/35309835 http://dx.doi.org/10.1155/2022/2048294 |
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author | Saroja, S. Madavan, R. Haseena, S. Pepsi, M. Blessa Binolin Karthick, Alagar Mohanavel, V. Muhibbullah, M. |
author_facet | Saroja, S. Madavan, R. Haseena, S. Pepsi, M. Blessa Binolin Karthick, Alagar Mohanavel, V. Muhibbullah, M. |
author_sort | Saroja, S. |
collection | PubMed |
description | This paper proposes a blend of three techniques to select COVID-19 testing centers. The objective of the paper is to identify a suitable location to establish new COVID-19 testing centers. Establishment of the testing center in the needy locations will be beneficial to both public and government officials. Selection of the wrong location may lead to lose both health and wealth. In this paper, location selection is modelled as a decision-making problem. The paper uses fuzzy analytic hierarchy process (AHP) technique to generate the criteria weights, monkey search algorithm to optimize the weights, and Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS) method to rank the different locations. To illustrate the applicability of the proposed technique, a state named Tamil Nadu, located in India, is taken for a case study. The proposed structured algorithmic steps were applied for the input data obtained from the government of India website, and the results were analyzed and validated using the government of India website. The ranks assigned by the proposed technique to different locations are in aligning with the number of patients and death rate. |
format | Online Article Text |
id | pubmed-8930239 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-89302392022-03-18 Human Centered Decision-Making for COVID-19 Testing Center Location Selection: Tamil Nadu—A Case Study Saroja, S. Madavan, R. Haseena, S. Pepsi, M. Blessa Binolin Karthick, Alagar Mohanavel, V. Muhibbullah, M. Comput Math Methods Med Research Article This paper proposes a blend of three techniques to select COVID-19 testing centers. The objective of the paper is to identify a suitable location to establish new COVID-19 testing centers. Establishment of the testing center in the needy locations will be beneficial to both public and government officials. Selection of the wrong location may lead to lose both health and wealth. In this paper, location selection is modelled as a decision-making problem. The paper uses fuzzy analytic hierarchy process (AHP) technique to generate the criteria weights, monkey search algorithm to optimize the weights, and Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS) method to rank the different locations. To illustrate the applicability of the proposed technique, a state named Tamil Nadu, located in India, is taken for a case study. The proposed structured algorithmic steps were applied for the input data obtained from the government of India website, and the results were analyzed and validated using the government of India website. The ranks assigned by the proposed technique to different locations are in aligning with the number of patients and death rate. Hindawi 2022-03-10 /pmc/articles/PMC8930239/ /pubmed/35309835 http://dx.doi.org/10.1155/2022/2048294 Text en Copyright © 2022 S. Saroja 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 Saroja, S. Madavan, R. Haseena, S. Pepsi, M. Blessa Binolin Karthick, Alagar Mohanavel, V. Muhibbullah, M. Human Centered Decision-Making for COVID-19 Testing Center Location Selection: Tamil Nadu—A Case Study |
title | Human Centered Decision-Making for COVID-19 Testing Center Location Selection: Tamil Nadu—A Case Study |
title_full | Human Centered Decision-Making for COVID-19 Testing Center Location Selection: Tamil Nadu—A Case Study |
title_fullStr | Human Centered Decision-Making for COVID-19 Testing Center Location Selection: Tamil Nadu—A Case Study |
title_full_unstemmed | Human Centered Decision-Making for COVID-19 Testing Center Location Selection: Tamil Nadu—A Case Study |
title_short | Human Centered Decision-Making for COVID-19 Testing Center Location Selection: Tamil Nadu—A Case Study |
title_sort | human centered decision-making for covid-19 testing center location selection: tamil nadu—a case study |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8930239/ https://www.ncbi.nlm.nih.gov/pubmed/35309835 http://dx.doi.org/10.1155/2022/2048294 |
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