Cargando…
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...
Autores principales: | , |
---|---|
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 |
_version_ | 1782455616407601152 |
---|---|
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. |
format | Online Article Text |
id | pubmed-5036756 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT tongxiayu agroupdecisionframeworkwithintuitionisticpreferencerelationsanditsapplicationtolowcarbonsupplierselection AT wangzhoujing agroupdecisionframeworkwithintuitionisticpreferencerelationsanditsapplicationtolowcarbonsupplierselection AT tongxiayu groupdecisionframeworkwithintuitionisticpreferencerelationsanditsapplicationtolowcarbonsupplierselection AT wangzhoujing groupdecisionframeworkwithintuitionisticpreferencerelationsanditsapplicationtolowcarbonsupplierselection |