Information aggregation operators based on hesitant fuzzy sets and prioritization relationship
文献类型：期刊论文
| 作者 | Wei, Cuiping1; Ren, Zhiliang2; Tang, Xijin3 ; Feng, Jiangang4
|
| 刊名 | JOURNAL OF INTELLIGENT & FUZZY SYSTEMS
 |
| 出版日期 | 2016 |
| 卷号 | 31期号:2页码:765-774 |
| 关键词 | Hesitant fuzzy sets multi-attribute decision-making prioritized aggregation operators |
| ISSN号 | 1064-1246 |
| DOI | 10.3233/JIFS-169008 |
| 英文摘要 | Hesitant fuzzy set (HFS) is a very useful technology in dealing with the situation that decision makers are hesitant among several values when asked to give evaluation information for alternatives. The aim of this paper is to aggregate the hesitant fuzzy information with prioritization relationship. Using the operations on HFSs, we first give a method to model the linear prioritization relationship among the aggregated hesitant fuzzy elements (HFEs) and determine the weighting vector of these elements by the operations of HFEs. Then some novel hesitant fuzzy prioritized aggregation operators are defined based on the ordered weighted average operator, the generalized weighted average operator, the quasi weighted average operator and the ordered modular average operator. Based on the proposed operators, we develop a hesitant fuzzy multi-attribute decision-making (MADM) method. Finally, a real decision problem is provided to illustrate the rationality and effectiveness of proposed operators. Compared with the existing hesitant fuzzy prioritized aggregation operator, the proposed process deriving the weights of the aggregated elements can avoid information loss as far as possible, and the proposed aggregation ways can consider both the aggregation requirements of decision makers and capture the prioritization phenomenon among the aggregated hesitant fuzzy elements. |
| WOS研究方向 | Computer Science |
| 语种 | 英语 |
| WOS记录号 | WOS:000381842400009 |
| 出版者 | IOS PRESS |
| 源URL | [http://ir.amss.ac.cn/handle/2S8OKBNM/23313]  |
| 专题 | 系统科学研究所 |
| 通讯作者 | Wei, Cuiping |
| 作者单位 | 1.Yangzhou Univ, Coll Math Sci, Yangzhou, Jiangsu, Peoples R China 2.Southeast Univ, Sch Econ & Management, Nanjing, Jiangsu, Peoples R China 3.Chinese Acad Sci, Acad Math & Syst Sci, Beijing, Peoples R China 4.Qufu Normal Univ, Sch Management, Rizhao, Shandong, Peoples R China |
| 推荐引用方式 GB/T 7714 | Wei, Cuiping,Ren, Zhiliang,Tang, Xijin,et al. Information aggregation operators based on hesitant fuzzy sets and prioritization relationship[J]. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS,2016,31(2):765-774. |
| APA | Wei, Cuiping,Ren, Zhiliang,Tang, Xijin,&Feng, Jiangang.(2016).Information aggregation operators based on hesitant fuzzy sets and prioritization relationship.JOURNAL OF INTELLIGENT & FUZZY SYSTEMS,31(2),765-774. |
| MLA | Wei, Cuiping,et al."Information aggregation operators based on hesitant fuzzy sets and prioritization relationship".JOURNAL OF INTELLIGENT & FUZZY SYSTEMS 31.2(2016):765-774. |
入库方式： OAI收割
来源：数学与系统科学研究院
浏览0
下载0
收藏0
其他版本
除非特别说明，本系统中所有内容都受版权保护，并保留所有权利。