Consensus-based linguistic distribution large-scale group decision making using statistical inference and regret theory

F Jin, J Liu, L Zhou, L Martínez - Group Decision and Negotiation, 2021 - Springer
Large-scale group decision-making (LSGDM) deals with complex decision-making
problems which involve a large number of decision makers (DMs). Such a complex scenario …

Consensus model handling minority opinions and noncooperative behaviors in large-scale group decision-making under double hierarchy linguistic preference …

X Gou, Z Xu, H Liao, F Herrera - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
With the rapid development of society and continual progress of science and technology,
large-scale group decision-making (LSGDM) problems are very commonly encountered in …

A three-way consensus model with regret theory under the framework of probabilistic linguistic term sets

J Zhu, X Ma, G Kou, E Herrera-Viedma, J Zhan - Information Fusion, 2023 - Elsevier
For multi-attribute group decision-making (MAGDM) problems, this paper proposes a three-
way consensus model based on regret theory (RT) under the framework of probabilistic …

Managing personalized individual semantics and consensus in linguistic distribution large-scale group decision making

J Xiao, X Wang, H Zhang - Information Fusion, 2020 - Elsevier
A linguistic distribution assessment is an effective approach to represent uncertain
preferences in large-scale group decision making (LSGDM). The same word often signifies …

Consensus model based on probability K-means clustering algorithm for large scale group decision making

Q Liu, H Wu, Z Xu - International Journal of Machine Learning and …, 2021 - Springer
Nowadays, the increasing complexity of the social environment brings much difficulty in
group decision making. The more uncertainty exists in a decision-making problem, the more …

Improving consistency based on regret theory: A multi-attribute group decision making method with linguistic distribution assessments

YM Wang, X Jia, HH Song, L Martínez - Expert Systems with Applications, 2023 - Elsevier
Multi-attribute group decision making (MAGDM) problems widely exist in our daily life. In
such problems, multiple decision makers (DMs) are involved and elicit their evaluations to …

A sequential three-way decision-based group consensus method under probabilistic linguistic term sets

X Han, J Zhan - Information Sciences, 2023 - Elsevier
For complex decision-making problems, the joint evaluation of multiple experts is
indispensable for efficiently addressing them. Therefore, multi-attribute group decision …

Hierarchical punishment-driven consensus model for probabilistic linguistic large-group decision making with application to global supplier selection

S Yu, Z Du, X Xu - Group Decision and Negotiation, 2021 - Springer
Large-group decision making (LGDM) has attracted extensive attention and has been used
to model complex decision problems. It is necessary to implement a consensus reaching …

The optimization-based aggregation and consensus with minimum-cost in group decision making under incomplete linguistic distribution context

B Zhang, H Liang, Y Gao, G Zhang - Knowledge-Based Systems, 2018 - Elsevier
In real decision making, due to the limitation of knowledge, problem complexity and time
pressure, it is natural that decision makers express their opinions with incomplete linguistic …

A linguistic information granulation model based on best-worst method in decision making problems

X Ma, J Qin, L Martínez, W Pedrycz - Information Fusion, 2023 - Elsevier
In the elicitation of decision makers' fuzzy and uncertain assessments, linguistic terms are
natural and efficient as the preference modeling tools. Although the linguistic variables are …