connection number;
linguistic intuitionistic fuzzy sets;
linguistic variable;
multiattribute decision making;
power geometric operator;
SPA theory;
AGGREGATION OPERATORS;
MEAN OPERATORS;
SOFT SETS;
PROSPECT-THEORY;
ALGORITHMS;
OPERATIONS;
NUMBERS;
NORM;
D O I:
10.1111/exsy.12428
中图分类号:
TP18 [人工智能理论];
学科分类号:
081104 ;
0812 ;
0835 ;
1405 ;
摘要:
The aim of the presented paper is to give a multiattribute decision making (MADM) method under the linguistic intuitionistic fuzzy (LIF) environment using the set pair analysis (SPA) theory. LIF set can express the qualitative information in terms of linguistic variables, whereas the connection number (CN) based on the "identity," "discrepancy," and "contrary" degrees of the SPA theory handles the uncertainties and certainties systems. On the basis of these features, we develop some series of linguistic CN (LCN) power weighted and ordered weighted geometric aggregation operator to aggregate the different LCNs. Several properties of the operators are also studied. Afterward, we present a novel MADM method to solve decision-making problems under LIF set environment and illustrate with several examples to validate it. A comparative analysis is also presented to show the results.