Multiple Attribute Group Decision-Making Methods Under Hesitant Fuzzy Linguistic Environment

The aim of this paper is to develop some aggregation operators for multiple-attribute group decision making (MAGDM) with hesitant fuzzy linguistic information. First, the relationship between uncertain linguistic variable and hesitant fuzzy linguistic term set (HFLTS) is discussed. Some operations a...

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Main Authors: Liu Xiaodi, Zhu Jianjun, Zhang Shitao, Liu Guodong
Format: Article
Language:English
Published: De Gruyter 2017-04-01
Series:Journal of Intelligent Systems
Subjects:
Online Access:https://doi.org/10.1515/jisys-2015-0159
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spelling doaj-54fc57684b714b1a8698f39bbfe79f9c2021-09-06T19:40:37ZengDe GruyterJournal of Intelligent Systems0334-18602191-026X2017-04-0126238740610.1515/jisys-2015-0159Multiple Attribute Group Decision-Making Methods Under Hesitant Fuzzy Linguistic EnvironmentLiu Xiaodi0Zhu Jianjun1Zhang Shitao2Liu Guodong3College of Economics and Management, Nanjing University of Aeronautics and Astronautics, Nanjing 211106, China, Phone: +86 13855578625College of Economics and Management, Nanjing University of Aeronautics and Astronautics, Nanjing 211106, ChinaSchool of Mathematics and Physics, Anhui University of Technology, Ma’anshan 243002, ChinaCollege of Economics and Management, Nanjing University of Aeronautics and Astronautics, Nanjing 211106, ChinaThe aim of this paper is to develop some aggregation operators for multiple-attribute group decision making (MAGDM) with hesitant fuzzy linguistic information. First, the relationship between uncertain linguistic variable and hesitant fuzzy linguistic term set (HFLTS) is discussed. Some operations and aggregation operators for HFLTSs are developed. Second, based on the hesitant fuzzy linguistic weighted arithmetic averaging operator and the hesitant fuzzy linguistic hybrid averaging operator, an approach to MAGDM problem with hesitant fuzzy linguistic information is proposed. Finally, a practical application of the developed approach to supplier selection in a supply chain and a comparative analysis with other methods are presented.https://doi.org/10.1515/jisys-2015-0159hesitant fuzzy linguistic term setmultiple-attribute group decision making (magdm)uncertain linguistic variablehesitant fuzzy linguistic aggregation operator
collection DOAJ
language English
format Article
sources DOAJ
author Liu Xiaodi
Zhu Jianjun
Zhang Shitao
Liu Guodong
spellingShingle Liu Xiaodi
Zhu Jianjun
Zhang Shitao
Liu Guodong
Multiple Attribute Group Decision-Making Methods Under Hesitant Fuzzy Linguistic Environment
Journal of Intelligent Systems
hesitant fuzzy linguistic term set
multiple-attribute group decision making (magdm)
uncertain linguistic variable
hesitant fuzzy linguistic aggregation operator
author_facet Liu Xiaodi
Zhu Jianjun
Zhang Shitao
Liu Guodong
author_sort Liu Xiaodi
title Multiple Attribute Group Decision-Making Methods Under Hesitant Fuzzy Linguistic Environment
title_short Multiple Attribute Group Decision-Making Methods Under Hesitant Fuzzy Linguistic Environment
title_full Multiple Attribute Group Decision-Making Methods Under Hesitant Fuzzy Linguistic Environment
title_fullStr Multiple Attribute Group Decision-Making Methods Under Hesitant Fuzzy Linguistic Environment
title_full_unstemmed Multiple Attribute Group Decision-Making Methods Under Hesitant Fuzzy Linguistic Environment
title_sort multiple attribute group decision-making methods under hesitant fuzzy linguistic environment
publisher De Gruyter
series Journal of Intelligent Systems
issn 0334-1860
2191-026X
publishDate 2017-04-01
description The aim of this paper is to develop some aggregation operators for multiple-attribute group decision making (MAGDM) with hesitant fuzzy linguistic information. First, the relationship between uncertain linguistic variable and hesitant fuzzy linguistic term set (HFLTS) is discussed. Some operations and aggregation operators for HFLTSs are developed. Second, based on the hesitant fuzzy linguistic weighted arithmetic averaging operator and the hesitant fuzzy linguistic hybrid averaging operator, an approach to MAGDM problem with hesitant fuzzy linguistic information is proposed. Finally, a practical application of the developed approach to supplier selection in a supply chain and a comparative analysis with other methods are presented.
topic hesitant fuzzy linguistic term set
multiple-attribute group decision making (magdm)
uncertain linguistic variable
hesitant fuzzy linguistic aggregation operator
url https://doi.org/10.1515/jisys-2015-0159
work_keys_str_mv AT liuxiaodi multipleattributegroupdecisionmakingmethodsunderhesitantfuzzylinguisticenvironment
AT zhujianjun multipleattributegroupdecisionmakingmethodsunderhesitantfuzzylinguisticenvironment
AT zhangshitao multipleattributegroupdecisionmakingmethodsunderhesitantfuzzylinguisticenvironment
AT liuguodong multipleattributegroupdecisionmakingmethodsunderhesitantfuzzylinguisticenvironment
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