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A Fuzzy Multiple Criteria Decision Making Approach with a Complete User Friendly Computer Implementation
The paper presents the generalization of the almost forty years of experience in the field of setting and solving the multiple criteria decision-making (MCDM) problems in various branches of a human activity under different types of uncertainties that inevitably accompany such problems. Based only o...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7915879/ https://www.ncbi.nlm.nih.gov/pubmed/33562250 http://dx.doi.org/10.3390/e23020203 |
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author | Dymova, Ludmila Kaczmarek, Krzysztof Sevastjanov, Pavel Kulawik, Joanna |
author_facet | Dymova, Ludmila Kaczmarek, Krzysztof Sevastjanov, Pavel Kulawik, Joanna |
author_sort | Dymova, Ludmila |
collection | PubMed |
description | The paper presents the generalization of the almost forty years of experience in the field of setting and solving the multiple criteria decision-making (MCDM) problems in various branches of a human activity under different types of uncertainties that inevitably accompany such problems. Based only on the pragmatic intentions, the authors avoid the detailed descriptions of the known methods for the decision-making, while instead focusing on the most frequently used mathematical tools and methodologies in the decision-making practice. Therefore, the paper may be classified as a special kind of illustrative review of the mathematical tools that are focused on applications and are the most used in the solutions of MCDM problems. As an illustrative example, a complete user-friendly computer implementation of such tools and methodology is presented with application to the simple “buying a cat” problem, which, however, possesses all the attributes of the hierarchical fuzzy MCDM task. |
format | Online Article Text |
id | pubmed-7915879 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-79158792021-03-01 A Fuzzy Multiple Criteria Decision Making Approach with a Complete User Friendly Computer Implementation Dymova, Ludmila Kaczmarek, Krzysztof Sevastjanov, Pavel Kulawik, Joanna Entropy (Basel) Article The paper presents the generalization of the almost forty years of experience in the field of setting and solving the multiple criteria decision-making (MCDM) problems in various branches of a human activity under different types of uncertainties that inevitably accompany such problems. Based only on the pragmatic intentions, the authors avoid the detailed descriptions of the known methods for the decision-making, while instead focusing on the most frequently used mathematical tools and methodologies in the decision-making practice. Therefore, the paper may be classified as a special kind of illustrative review of the mathematical tools that are focused on applications and are the most used in the solutions of MCDM problems. As an illustrative example, a complete user-friendly computer implementation of such tools and methodology is presented with application to the simple “buying a cat” problem, which, however, possesses all the attributes of the hierarchical fuzzy MCDM task. MDPI 2021-02-07 /pmc/articles/PMC7915879/ /pubmed/33562250 http://dx.doi.org/10.3390/e23020203 Text en © 2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Dymova, Ludmila Kaczmarek, Krzysztof Sevastjanov, Pavel Kulawik, Joanna A Fuzzy Multiple Criteria Decision Making Approach with a Complete User Friendly Computer Implementation |
title | A Fuzzy Multiple Criteria Decision Making Approach with a Complete User Friendly Computer Implementation |
title_full | A Fuzzy Multiple Criteria Decision Making Approach with a Complete User Friendly Computer Implementation |
title_fullStr | A Fuzzy Multiple Criteria Decision Making Approach with a Complete User Friendly Computer Implementation |
title_full_unstemmed | A Fuzzy Multiple Criteria Decision Making Approach with a Complete User Friendly Computer Implementation |
title_short | A Fuzzy Multiple Criteria Decision Making Approach with a Complete User Friendly Computer Implementation |
title_sort | fuzzy multiple criteria decision making approach with a complete user friendly computer implementation |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7915879/ https://www.ncbi.nlm.nih.gov/pubmed/33562250 http://dx.doi.org/10.3390/e23020203 |
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