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A new web-based framework development for fuzzy multi-criteria group decision-making

Fuzzy multi-criteria group decision making (FMCGDM) process is usually used when a group of decision-makers faces imprecise data or linguistic variables to solve the problems. However, this process contains many methods that require many time-consuming calculations depending on the number of criteri...

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Autores principales: Hanine, Mohamed, Boutkhoum, Omar, Tikniouine, Abdessadek, Agouti, Tarik
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4864887/
https://www.ncbi.nlm.nih.gov/pubmed/27247897
http://dx.doi.org/10.1186/s40064-016-2198-1
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author Hanine, Mohamed
Boutkhoum, Omar
Tikniouine, Abdessadek
Agouti, Tarik
author_facet Hanine, Mohamed
Boutkhoum, Omar
Tikniouine, Abdessadek
Agouti, Tarik
author_sort Hanine, Mohamed
collection PubMed
description Fuzzy multi-criteria group decision making (FMCGDM) process is usually used when a group of decision-makers faces imprecise data or linguistic variables to solve the problems. However, this process contains many methods that require many time-consuming calculations depending on the number of criteria, alternatives and decision-makers in order to reach the optimal solution. In this study, a web-based FMCGDM framework that offers decision-makers a fast and reliable response service is proposed. The proposed framework includes commonly used tools for multi-criteria decision-making problems such as fuzzy Delphi, fuzzy AHP and fuzzy TOPSIS methods. The integration of these methods enables taking advantages of the strengths and complements each method’s weakness. Finally, a case study of location selection for landfill waste in Morocco is performed to demonstrate how this framework can facilitate decision-making process. The results demonstrate that the proposed framework can successfully accomplish the goal of this study.
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spelling pubmed-48648872016-05-31 A new web-based framework development for fuzzy multi-criteria group decision-making Hanine, Mohamed Boutkhoum, Omar Tikniouine, Abdessadek Agouti, Tarik Springerplus Research Fuzzy multi-criteria group decision making (FMCGDM) process is usually used when a group of decision-makers faces imprecise data or linguistic variables to solve the problems. However, this process contains many methods that require many time-consuming calculations depending on the number of criteria, alternatives and decision-makers in order to reach the optimal solution. In this study, a web-based FMCGDM framework that offers decision-makers a fast and reliable response service is proposed. The proposed framework includes commonly used tools for multi-criteria decision-making problems such as fuzzy Delphi, fuzzy AHP and fuzzy TOPSIS methods. The integration of these methods enables taking advantages of the strengths and complements each method’s weakness. Finally, a case study of location selection for landfill waste in Morocco is performed to demonstrate how this framework can facilitate decision-making process. The results demonstrate that the proposed framework can successfully accomplish the goal of this study. Springer International Publishing 2016-05-11 /pmc/articles/PMC4864887/ /pubmed/27247897 http://dx.doi.org/10.1186/s40064-016-2198-1 Text en © The Author(s). 2016 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.
spellingShingle Research
Hanine, Mohamed
Boutkhoum, Omar
Tikniouine, Abdessadek
Agouti, Tarik
A new web-based framework development for fuzzy multi-criteria group decision-making
title A new web-based framework development for fuzzy multi-criteria group decision-making
title_full A new web-based framework development for fuzzy multi-criteria group decision-making
title_fullStr A new web-based framework development for fuzzy multi-criteria group decision-making
title_full_unstemmed A new web-based framework development for fuzzy multi-criteria group decision-making
title_short A new web-based framework development for fuzzy multi-criteria group decision-making
title_sort new web-based framework development for fuzzy multi-criteria group decision-making
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4864887/
https://www.ncbi.nlm.nih.gov/pubmed/27247897
http://dx.doi.org/10.1186/s40064-016-2198-1
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