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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...

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Autores principales: Dymova, Ludmila, Kaczmarek, Krzysztof, Sevastjanov, Pavel, Kulawik, Joanna
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
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.
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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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