Approach for Multi-Attribute Decision Making Based on Gini Aggregation Operator and Its Application to Carbon Supplier Selection
This paper provides a new multi-attributes decision making approach on the basis of the Gini OWA (<inline-formula> <tex-math notation="LaTeX">$\text{G}^{\mathrm {p,q}}$ </tex-math></inline-formula>-OWA) operator, in which the Gini operator is the combination of the...
| Main Authors: | , , , , , , |
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| Format: | Article |
| Language: | English |
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IEEE
2019-01-01
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| Series: | IEEE Access |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/8790647/ |
| _version_ | 1811274370682716160 |
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| author | Peng Xiao Mingyue Liu Hongyan Li Qun Wu Ligang Zhou Huayou Chen Lin Li |
| author_facet | Peng Xiao Mingyue Liu Hongyan Li Qun Wu Ligang Zhou Huayou Chen Lin Li |
| author_sort | Peng Xiao |
| collection | DOAJ |
| description | This paper provides a new multi-attributes decision making approach on the basis of the Gini OWA (<inline-formula> <tex-math notation="LaTeX">$\text{G}^{\mathrm {p,q}}$ </tex-math></inline-formula>-OWA) operator, in which the Gini operator is the combination of the Gini mean and the OWA operator. Desired properties and several generalized forms of the <inline-formula> <tex-math notation="LaTeX">$\text{G}^{\mathrm {p,q}}$ </tex-math></inline-formula>-OWA operator are investigated. In order to determine the <inline-formula> <tex-math notation="LaTeX">$\text{G}^{\mathrm {p,q}}$ </tex-math></inline-formula>-OWA operator weights, an orness measure is proposed, and a generalized least squares deviation model (GLSD) is put forward. Finally, a case study of low carbon supplier selection is shown to illustrate the effectiveness and practicality of the proposed method. |
| first_indexed | 2024-04-12T23:17:47Z |
| format | Article |
| id | doaj.art-f5a9cf803da24c26b6c1ec3c7b60ec49 |
| institution | Directory Open Access Journal |
| issn | 2169-3536 |
| language | English |
| last_indexed | 2024-04-12T23:17:47Z |
| publishDate | 2019-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Access |
| spelling | doaj.art-f5a9cf803da24c26b6c1ec3c7b60ec492022-12-22T03:12:37ZengIEEEIEEE Access2169-35362019-01-01716415216416310.1109/ACCESS.2019.29335388790647Approach for Multi-Attribute Decision Making Based on Gini Aggregation Operator and Its Application to Carbon Supplier SelectionPeng Xiao0https://orcid.org/0000-0002-8943-5726Mingyue Liu1Hongyan Li2Qun Wu3Ligang Zhou4Huayou Chen5Lin Li6School of Business, Anhui University, Hefei, ChinaSchool of Business, Anhui University, Hefei, ChinaSchool of Mathematical Sciences, Anhui University, Hefei, ChinaSchool of Mathematical Sciences, Anhui University, Hefei, ChinaSchool of Mathematical Sciences, Anhui University, Hefei, ChinaSchool of Mathematical Sciences, Anhui University, Hefei, ChinaSchool of Economics and Management, Wuchang Shouyi University, Wuhan, ChinaThis paper provides a new multi-attributes decision making approach on the basis of the Gini OWA (<inline-formula> <tex-math notation="LaTeX">$\text{G}^{\mathrm {p,q}}$ </tex-math></inline-formula>-OWA) operator, in which the Gini operator is the combination of the Gini mean and the OWA operator. Desired properties and several generalized forms of the <inline-formula> <tex-math notation="LaTeX">$\text{G}^{\mathrm {p,q}}$ </tex-math></inline-formula>-OWA operator are investigated. In order to determine the <inline-formula> <tex-math notation="LaTeX">$\text{G}^{\mathrm {p,q}}$ </tex-math></inline-formula>-OWA operator weights, an orness measure is proposed, and a generalized least squares deviation model (GLSD) is put forward. Finally, a case study of low carbon supplier selection is shown to illustrate the effectiveness and practicality of the proposed method.https://ieeexplore.ieee.org/document/8790647/Low carbon supplier selectionaggregation operatorOWA operatorgini OWA operator |
| spellingShingle | Peng Xiao Mingyue Liu Hongyan Li Qun Wu Ligang Zhou Huayou Chen Lin Li Approach for Multi-Attribute Decision Making Based on Gini Aggregation Operator and Its Application to Carbon Supplier Selection IEEE Access Low carbon supplier selection aggregation operator OWA operator gini OWA operator |
| title | Approach for Multi-Attribute Decision Making Based on Gini Aggregation Operator and Its Application to Carbon Supplier Selection |
| title_full | Approach for Multi-Attribute Decision Making Based on Gini Aggregation Operator and Its Application to Carbon Supplier Selection |
| title_fullStr | Approach for Multi-Attribute Decision Making Based on Gini Aggregation Operator and Its Application to Carbon Supplier Selection |
| title_full_unstemmed | Approach for Multi-Attribute Decision Making Based on Gini Aggregation Operator and Its Application to Carbon Supplier Selection |
| title_short | Approach for Multi-Attribute Decision Making Based on Gini Aggregation Operator and Its Application to Carbon Supplier Selection |
| title_sort | approach for multi attribute decision making based on gini aggregation operator and its application to carbon supplier selection |
| topic | Low carbon supplier selection aggregation operator OWA operator gini OWA operator |
| url | https://ieeexplore.ieee.org/document/8790647/ |
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