An Approach to Consensus Measure Based on Possibility Degrees of PLTSs in Group Decision Making

作者：Zhao, Meng^*; Gao, Qian; Fang, Junyi; Xiao, Qirui

来源：International Journal of Fuzzy Systems, 2018, 20(7): 2257-2272.

DOI：10.1007/s40815-018-0464-9

• Probabilistic linguistic term sets
• Consensus measure
• Group decision making
• Group decision making with experts
• Large group decision making

The most desired alternative in group decision making (GDM) is the one that best reflects the consensus of the group. However, few studies have been conducted on consensus measure in GDM with probabilistic linguistic term sets (PLTSs). In this study, we propose an approach to consensus measure on the basis of the possibility degree of PLTSs in GDM. Firstly, we define the concept of degree of similarity between two PLTSs on the basis of possibility degrees. Then, we extend this concept to the consensus measure between the probabilistic linguistic information provided by group decision makers, and the relevant weight of each group decision maker is derived. Thereafter, we aggregate the PLTSs provided by each group decision maker and the alternatives are then ranked. Finally, two illustrative examples are proposed for the application of our method to evaluate the degree of consensus of collective preference values between experts and large group decision making problems with PLTSs. By comparison analysis, the advantages of the proposed method are verified.

• 出版日期2018-10
• 单位东北大学