A personalized feedback mechanism based on bounded confidence learning to support consensus reaching in group decision making

Q Zha, Y Dong, H Zhang, F Chiclana… - … on Systems, Man …, 2019 - ieeexplore.ieee.org
Different feedback mechanisms have been reported in consensus reaching models to
provide advices for preference adjustment to assist decision makers to improve their …

Consensus reaching in multiple attribute group decision making: a multi-stage optimization feedback mechanism with individual bounded confidences

Q Zha, Y Dong, F Chiclana… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Existing consensus models focus on improving the group consensus level, but ignore
whether a higher group consensus level means higher mutual acceptance of decision …

Consensus reaching with time constraints and minimum adjustments in group with bounded confidence effects

H Liang, Y Dong, Z Ding, R Ureña… - … on Fuzzy Systems, 2019 - ieeexplore.ieee.org
In the bounded confidence model, it is widely known that individuals rely on the opinions of
their close friends or people with similar interests. Meanwhile, the decision maker always …

A feedback mechanism with bounded confidence-based optimization approach for consensus reaching in multiple attribute large-scale group decision-making

Q Zha, H Liang, G Kou, Y Dong… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Different feedback mechanisms have been developed in large-scale group decision-making
(GDM) to provide the decision-makers with advices for preference adjustment with the aim of …

Managing consensus and self-confidence in multiplicative preference relations in group decision making

W Liu, H Zhang, X Chen, S Yu - Knowledge-Based Systems, 2018 - Elsevier
Preference relations have been widely used in Group Decision Making (GDM) to represent
decision makers' preferences over alternatives. Recently, a new kind of preference relation …

Group decision making with heterogeneous preference structures: An automatic mechanism to support consensus reaching

B Zhang, Y Dong, E Herrera-Viedma - Group Decision and Negotiation, 2019 - Springer
In real-world decision problems, decision makers usually express their opinions with
different preference structures. In order to deal with the heterogeneous preference …

The interactive consensus reaching process with the minimum and uncertain cost in group decision making

Y Li, H Zhang, Y Dong - Applied Soft Computing, 2017 - Elsevier
The consensus model with the minimum cost (or minimum adjustments or minimum
information loss) is a powerful decision tool for consensus building in the group decision …

Confidence consensus-based model for large-scale group decision making: A novel approach to managing non-cooperative behaviors

X Xu, Z Du, X Chen, C Cai - Information Sciences, 2019 - Elsevier
Because of the complexity of real-world problems, large-scale group decision making has
become a research topic of great interest in the field of decision science. Differences of …

A personalized consensus feedback mechanism based on maximum harmony degree

M Cao, J Wu, F Chiclana, R Ureña… - … on Systems, Man …, 2020 - ieeexplore.ieee.org
This article proposes a framework of personalized feedback mechanism to help multiple
inconsistent experts to reach consensus in group decision making by allowing to select …

An overview on feedback mechanisms with minimum adjustment or cost in consensus reaching in group decision making: Research paradigms and challenges

H Zhang, S Zhao, G Kou, CC Li, Y Dong, F Herrera - Information Fusion, 2020 - Elsevier
Consensus reaching process is a very powerful decision tool to eliminate the preference
conflict in group decision making. In general, the consensus is achieved by the decision …