Multi-Criteria Decision-Making Method Based on Simplified Neutrosophic Linguistic Information with Cloud Model

被引：11

作者：

Wang, Jian-Qiang ^{[1
]}

Tian, Chu-Quan ^{[1
]}

Zhang, Xu ^{[1
]}

Zhang, Hong-Yu ^{[1
]}

Tie-Li Wang ^{[2
]}

机构：

[1] Cent South Univ, Sch Business, Changsha 410083, Hunan, Peoples R China

[2] Univ South China, Management Sch, Hengyang 421001, Peoples R China

来源：

SYMMETRY-BASEL | 2018年 / 10卷 / 06期

关键词：

simplified neutrosophic linguistic numbers; cloud model; Maclaurin symmetric mean; multi-criteria decision-making; SYMMETRIC MEAN OPERATORS; AGGREGATION OPERATORS; NUMBERS;

D O I：

10.3390/sym10060197

中图分类号：

O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];

学科分类号：

07 ; 0710 ; 09 ;

摘要：

This study introduces simplified neutrosophic linguistic numbers (SNLNs) to describe online consumer reviews in an appropriate manner. Considering the defects of studies on SNLNs in handling linguistic information, the cloud model is used to convert linguistic terms in SNLNs to three numerical characteristics. Then, a novel simplified neutrosophic cloud (SNC) concept is presented, and its operations and distance are defined. Next, a series of simplified neutrosophic cloud aggregation operators are investigated, including the simplified neutrosophic clouds Maclaurin symmetric mean (SNCMSM) operator, weighted SNCMSM operator, and generalized weighted SNCMSM operator. Subsequently, a multi-criteria decision-making (MCDM) model is constructed based on the proposed aggregation operators. Finally, a hotel selection problem is presented to verify the effectiveness and validity of our developed approach.

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