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Similarity of TOPSIS results based on criterion variability: Case study on public economic

In the real world, acceptance of a decision is conditional on the availability of a great volume of data. Selection of a suitable solution on the basis of this data represents a problem that multi-criterial methods (MCDM) are applied to. The issue of which of these should be favoured during their us...

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Autores principales: Vavrek, Roman, Bečica, Jiří
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9352064/
https://www.ncbi.nlm.nih.gov/pubmed/35925960
http://dx.doi.org/10.1371/journal.pone.0271951
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author Vavrek, Roman
Bečica, Jiří
author_facet Vavrek, Roman
Bečica, Jiří
author_sort Vavrek, Roman
collection PubMed
description In the real world, acceptance of a decision is conditional on the availability of a great volume of data. Selection of a suitable solution on the basis of this data represents a problem that multi-criterial methods (MCDM) are applied to. The issue of which of these should be favoured during their use involves a specification of the importance of the assessed criteria. The goal of the presented research is to quantify the differences (symmetry) in assessment using selected MCDM methods (Technique for Order of Preference by Similarity to Ideal Solution–TOPSIS), while applying an absolute and relative variability of the assessed criteria to a determination of their importance. The obtained results indicate that the order of the assessed subject (alternative) is not directly influenced by the method of determining the variability of the assessed criteria. We can also state that the degree of concurrence in the order of application of the TOPSIS technique, in combination with both approaches expressed by the Jaccard index, is relatively low.
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spelling pubmed-93520642022-08-05 Similarity of TOPSIS results based on criterion variability: Case study on public economic Vavrek, Roman Bečica, Jiří PLoS One Research Article In the real world, acceptance of a decision is conditional on the availability of a great volume of data. Selection of a suitable solution on the basis of this data represents a problem that multi-criterial methods (MCDM) are applied to. The issue of which of these should be favoured during their use involves a specification of the importance of the assessed criteria. The goal of the presented research is to quantify the differences (symmetry) in assessment using selected MCDM methods (Technique for Order of Preference by Similarity to Ideal Solution–TOPSIS), while applying an absolute and relative variability of the assessed criteria to a determination of their importance. The obtained results indicate that the order of the assessed subject (alternative) is not directly influenced by the method of determining the variability of the assessed criteria. We can also state that the degree of concurrence in the order of application of the TOPSIS technique, in combination with both approaches expressed by the Jaccard index, is relatively low. Public Library of Science 2022-08-04 /pmc/articles/PMC9352064/ /pubmed/35925960 http://dx.doi.org/10.1371/journal.pone.0271951 Text en © 2022 Vavrek, Bečica https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Vavrek, Roman
Bečica, Jiří
Similarity of TOPSIS results based on criterion variability: Case study on public economic
title Similarity of TOPSIS results based on criterion variability: Case study on public economic
title_full Similarity of TOPSIS results based on criterion variability: Case study on public economic
title_fullStr Similarity of TOPSIS results based on criterion variability: Case study on public economic
title_full_unstemmed Similarity of TOPSIS results based on criterion variability: Case study on public economic
title_short Similarity of TOPSIS results based on criterion variability: Case study on public economic
title_sort similarity of topsis results based on criterion variability: case study on public economic
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9352064/
https://www.ncbi.nlm.nih.gov/pubmed/35925960
http://dx.doi.org/10.1371/journal.pone.0271951
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