A Novel Green Supplier Selection Method Based on the Interval Type-2 Fuzzy Prioritized Choquet Bonferroni Means
文献类型：期刊论文
| 作者 | Peide Liu; Hui Gao |
| 刊名 | IEEE/CAA Journal of Automatica Sinica
 |
| 出版日期 | 2021 |
| 卷号 | 8期号:9页码:1549-1566 |
| 关键词 | Bonferroni mean operator Choquet integral operator Green supplier selection (GSS) interval type-2 fuzzy set (IT2FS) prioritized aggregation operator |
| ISSN号 | 2329-9266 |
| DOI | 10.1109/JAS.2020.1003444 |
| 英文摘要 | In view of the environment competencies, selecting the optimal green supplier is one of the crucial issues for enterprises, and multi-criteria decision-making (MCDM) methodologies can more easily solve this green supplier selection (GSS) problem. In addition, prioritized aggregation (PA) operator can focus on the prioritization relationship over the criteria, Choquet integral (CI) operator can fully take account of the importance of criteria and the interactions among them, and Bonferroni mean (BM) operator can capture the interrelationships of criteria. However, most existing researches cannot simultaneously consider the interactions, interrelationships and prioritizations over the criteria, which are involved in the GSS process. Moreover, the interval type-2 fuzzy set (IT2FS) is a more effective tool to represent the fuzziness. Therefore, based on the advantages of PA, CI, BM and IT2FS, in this paper, the interval type-2 fuzzy prioritized Choquet normalized weighted BM operators with ${\bm{ \lambda}}$ fuzzy measure and generalized prioritized measure are proposed, and some properties are discussed. Then, a novel MCDM approach for GSS based upon the presented operators is developed, and detailed decision steps are given. Finally, the applicability and practicability of the proposed methodology are demonstrated by its application in the shared-bike GSS and by comparisons with other methods. The advantages of the proposed method are that it can consider interactions, interrelationships and prioritizations over the criteria simultaneously. |
| 源URL | [http://ir.ia.ac.cn/handle/173211/45371]  |
| 专题 | 自动化研究所_学术期刊_IEEE/CAA Journal of Automatica Sinica |
| 推荐引用方式 GB/T 7714 | Peide Liu,Hui Gao. A Novel Green Supplier Selection Method Based on the Interval Type-2 Fuzzy Prioritized Choquet Bonferroni Means[J]. IEEE/CAA Journal of Automatica Sinica,2021,8(9):1549-1566. |
| APA | Peide Liu,&Hui Gao.(2021).A Novel Green Supplier Selection Method Based on the Interval Type-2 Fuzzy Prioritized Choquet Bonferroni Means.IEEE/CAA Journal of Automatica Sinica,8(9),1549-1566. |
| MLA | Peide Liu,et al."A Novel Green Supplier Selection Method Based on the Interval Type-2 Fuzzy Prioritized Choquet Bonferroni Means".IEEE/CAA Journal of Automatica Sinica 8.9(2021):1549-1566. |
入库方式： OAI收割
来源：自动化研究所
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