An intuitionstic fuzzy factorial analysis model for multi-attribute decision-making under random environment

作者：Chen, Xiaohong; Li, Hui; Tan, Chunqiao^*

来源：Journal of the Operational Research Society, 2019, 70(1): 81-100.

DOI：10.1080/01605682.2017.1421849

• Multi-attribute decision-making
• intuitionistic fuzzy factorial analysis
• random intuitionistic fuzzy variable
• random environment

In real multi-attribute decision-making problems, attributes are usually correlated and performances of alternatives are affected by random environmental factors. This paper proposes an intuitionistic fuzzy factorial analysis model for multi-attribute decision-making, where correlative phenomenon among attributes and random decision-making environment is considered. First, the measure of correlation coefficient for random intuitionistic fuzzy variables is introduced. Based on this measure, an intuitionistic fuzzy factorial analysis model is proposed under random environment. Then, the procedure and algorithm of random multi-attribute decision-making based on intuitionistic fuzzy factorial analysis model is given. Finally, two examples are discussed, and detailed comparisons are given to demonstrate the feasibility and validity of the proposed technique.

• 出版日期2019-1-2
• 单位南京审计大学; 中南大学; 湖南商学院