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A Group Decision Framework with Intuitionistic Preference Relations and Its Application to Low Carbon Supplier Selection

This article develops a group decision framework with intuitionistic preference relations. An approach is first devised to rectify an inconsistent intuitionistic preference relation to derive an additive consistent one. A new aggregation operator, the so-called induced intuitionistic ordered weighte...

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Detalles Bibliográficos
Autores principales: Tong, Xiayu, Wang, Zhou-Jing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5036756/
https://www.ncbi.nlm.nih.gov/pubmed/27657097
http://dx.doi.org/10.3390/ijerph13090923
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author Tong, Xiayu
Wang, Zhou-Jing
author_facet Tong, Xiayu
Wang, Zhou-Jing
author_sort Tong, Xiayu
collection PubMed
description This article develops a group decision framework with intuitionistic preference relations. An approach is first devised to rectify an inconsistent intuitionistic preference relation to derive an additive consistent one. A new aggregation operator, the so-called induced intuitionistic ordered weighted averaging (IIOWA) operator, is proposed to aggregate individual intuitionistic fuzzy judgments. By using the mean absolute deviation between the original and rectified intuitionistic preference relations as an order inducing variable, the rectified consistent intuitionistic preference relations are aggregated into a collective preference relation. This treatment is presumably able to assign different weights to different decision-makers’ judgments based on the quality of their inputs (in terms of consistency of their original judgments). A solution procedure is then developed for tackling group decision problems with intuitionistic preference relations. A low carbon supplier selection case study is developed to illustrate how to apply the proposed decision model in practice.
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spelling pubmed-50367562016-09-29 A Group Decision Framework with Intuitionistic Preference Relations and Its Application to Low Carbon Supplier Selection Tong, Xiayu Wang, Zhou-Jing Int J Environ Res Public Health Article This article develops a group decision framework with intuitionistic preference relations. An approach is first devised to rectify an inconsistent intuitionistic preference relation to derive an additive consistent one. A new aggregation operator, the so-called induced intuitionistic ordered weighted averaging (IIOWA) operator, is proposed to aggregate individual intuitionistic fuzzy judgments. By using the mean absolute deviation between the original and rectified intuitionistic preference relations as an order inducing variable, the rectified consistent intuitionistic preference relations are aggregated into a collective preference relation. This treatment is presumably able to assign different weights to different decision-makers’ judgments based on the quality of their inputs (in terms of consistency of their original judgments). A solution procedure is then developed for tackling group decision problems with intuitionistic preference relations. A low carbon supplier selection case study is developed to illustrate how to apply the proposed decision model in practice. MDPI 2016-09-19 2016-09 /pmc/articles/PMC5036756/ /pubmed/27657097 http://dx.doi.org/10.3390/ijerph13090923 Text en © 2016 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
Tong, Xiayu
Wang, Zhou-Jing
A Group Decision Framework with Intuitionistic Preference Relations and Its Application to Low Carbon Supplier Selection
title A Group Decision Framework with Intuitionistic Preference Relations and Its Application to Low Carbon Supplier Selection
title_full A Group Decision Framework with Intuitionistic Preference Relations and Its Application to Low Carbon Supplier Selection
title_fullStr A Group Decision Framework with Intuitionistic Preference Relations and Its Application to Low Carbon Supplier Selection
title_full_unstemmed A Group Decision Framework with Intuitionistic Preference Relations and Its Application to Low Carbon Supplier Selection
title_short A Group Decision Framework with Intuitionistic Preference Relations and Its Application to Low Carbon Supplier Selection
title_sort group decision framework with intuitionistic preference relations and its application to low carbon supplier selection
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5036756/
https://www.ncbi.nlm.nih.gov/pubmed/27657097
http://dx.doi.org/10.3390/ijerph13090923
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