Hesitant Fuzzy Linguistic Aggregation Operators Based on the Hamacher t-norm and t-conorm
Hesitant fuzzy linguistic (HFL) term set, as a very flexible tool to represent the judgments of decision makers, has attracted the attention of many researchers. In recent years, some HFL aggregation operators have been developed to aggregate the HFL information. However, most of these operators are...
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doaj-d98451b62cc046b4a7889db9d11e99ef2020-11-25T01:47:53ZengMDPI AGSymmetry2073-89942018-05-0110618910.3390/sym10060189sym10060189Hesitant Fuzzy Linguistic Aggregation Operators Based on the Hamacher t-norm and t-conormJianghong Zhu0Yanlai Li1School of Transportation and Logisitics, Southwest Jiaotong University, Chengdu 611756, ChinaSchool of Transportation and Logisitics, Southwest Jiaotong University, Chengdu 611756, ChinaHesitant fuzzy linguistic (HFL) term set, as a very flexible tool to represent the judgments of decision makers, has attracted the attention of many researchers. In recent years, some HFL aggregation operators have been developed to aggregate the HFL information. However, most of these operators are proposed based on the Algebraic product and Algebraic sum. In this paper, we presented some HFL aggregation operators to handle HFL information based on Hamacher triangle norms. We first define new operational laws on the HFL element according to Hamacher triangle norms. Then we present a family of HFL Hamacher aggregation operators, including the HFL Hamacher weighted averaging, HFL Hamacher weighted geometric, HFL Hamacher power weighted averaging and HFL Hamacher power weighted geometric operators and their generalized forms. We also investigate some special cases and properties of these operators in detail. Furthermore, we develop two approaches based on the proposed operators to deal with the multi-criteria decision-making problem with HFL information. Finally, a numerical example with regard to choosing a suitable city to release sharing car is provided to illustrate the feasibility of the proposed method, and the advantages of the proposed methods are shown by conducting a sensitivity and comparative analysis.http://www.mdpi.com/2073-8994/10/6/189hesitant fuzzy linguistic term setHamacher t-norm and t-conormpower aggregation operatormulti-criteria decision-making |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Jianghong Zhu Yanlai Li |
spellingShingle |
Jianghong Zhu Yanlai Li Hesitant Fuzzy Linguistic Aggregation Operators Based on the Hamacher t-norm and t-conorm Symmetry hesitant fuzzy linguistic term set Hamacher t-norm and t-conorm power aggregation operator multi-criteria decision-making |
author_facet |
Jianghong Zhu Yanlai Li |
author_sort |
Jianghong Zhu |
title |
Hesitant Fuzzy Linguistic Aggregation Operators Based on the Hamacher t-norm and t-conorm |
title_short |
Hesitant Fuzzy Linguistic Aggregation Operators Based on the Hamacher t-norm and t-conorm |
title_full |
Hesitant Fuzzy Linguistic Aggregation Operators Based on the Hamacher t-norm and t-conorm |
title_fullStr |
Hesitant Fuzzy Linguistic Aggregation Operators Based on the Hamacher t-norm and t-conorm |
title_full_unstemmed |
Hesitant Fuzzy Linguistic Aggregation Operators Based on the Hamacher t-norm and t-conorm |
title_sort |
hesitant fuzzy linguistic aggregation operators based on the hamacher t-norm and t-conorm |
publisher |
MDPI AG |
series |
Symmetry |
issn |
2073-8994 |
publishDate |
2018-05-01 |
description |
Hesitant fuzzy linguistic (HFL) term set, as a very flexible tool to represent the judgments of decision makers, has attracted the attention of many researchers. In recent years, some HFL aggregation operators have been developed to aggregate the HFL information. However, most of these operators are proposed based on the Algebraic product and Algebraic sum. In this paper, we presented some HFL aggregation operators to handle HFL information based on Hamacher triangle norms. We first define new operational laws on the HFL element according to Hamacher triangle norms. Then we present a family of HFL Hamacher aggregation operators, including the HFL Hamacher weighted averaging, HFL Hamacher weighted geometric, HFL Hamacher power weighted averaging and HFL Hamacher power weighted geometric operators and their generalized forms. We also investigate some special cases and properties of these operators in detail. Furthermore, we develop two approaches based on the proposed operators to deal with the multi-criteria decision-making problem with HFL information. Finally, a numerical example with regard to choosing a suitable city to release sharing car is provided to illustrate the feasibility of the proposed method, and the advantages of the proposed methods are shown by conducting a sensitivity and comparative analysis. |
topic |
hesitant fuzzy linguistic term set Hamacher t-norm and t-conorm power aggregation operator multi-criteria decision-making |
url |
http://www.mdpi.com/2073-8994/10/6/189 |
work_keys_str_mv |
AT jianghongzhu hesitantfuzzylinguisticaggregationoperatorsbasedonthehamachertnormandtconorm AT yanlaili hesitantfuzzylinguisticaggregationoperatorsbasedonthehamachertnormandtconorm |
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1725014222862024704 |