Neutrosophic Autocratic Multi-Attribute Decision-Making Strategies for Building Material Supplier Selection

被引:5
|
作者
Nafei, Amirhossein [1 ]
Huang, Chien-Yi [1 ]
Chen, Shu-Chuan [1 ]
Huo, Kuang-Zong [2 ]
Lin, Yi-Ching [3 ]
Nasseri, Hadi [4 ]
机构
[1] Natl Taipei Univ Technol, Dept Ind Engn & Management, Taipei 10608, Taiwan
[2] China Univ Technol, Dept Business Adm, Taipei 11695, Taiwan
[3] Taipei Univ Marine Technol, Dept Food Sci & Technol, Taipei 11174, Taiwan
[4] Univ Mazandaran, Dept Math, Babolsar 4741613534, Iran
关键词
decision making; construction supply chain; neutrosophic sets; building management; score function; autocratic strategy; TOPSIS;
D O I
10.3390/buildings13061373
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Because of the intricate nature of real-world scenarios, experts could encounter many ambiguities throughout the decision-making (DM) process. Adopting a DM strategy in conditions of indeterminacy so that the decision makers are limited to a small number of experts is always helpful in real life. Neutrosophic conception is a convenient technique for handling inconsistent, ambiguous, and uncertain values. This research presents an autocratic DM strategy based on Neutrosophic Sets (NSs) to address these ambiguities. The essential component of the suggested technique is the conversion of diverse management decision and weight matrices into a unified evaluation matrix. Supplier Selection (SS) is a multi-criteria decision-making problem where a limited number of alternative suppliers are evaluated using a limited set of criteria. The suggested methodology based on different score functions is applied to SS issues involving construction materials. The numerical illustrations indicate the success of the introduced method in selecting the best supplier with the least computational complexity. The important point obtained in this research is that adopting a suitable score function appropriate to the characteristics of the data plays an important role in the decision-making process.
引用
收藏
页数:16
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