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 …

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 …

A consensus support system model for group decision-making problems with multigranular linguistic preference relations

E Herrera-Viedma, L Martínez, F Mata… - IEEE Transactions on …, 2005 - ieeexplore.ieee.org
The group decision-making framework with linguistic preference relations is studied. In this
context, we assume that there exist several experts who may have different background and …

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 …

A new social network driven consensus reaching process for multi-criteria group decision making with probabilistic linguistic information

WC Zou, SP Wan, JY Dong, L Martínez - Information Sciences, 2023 - Elsevier
Consensus reaching process (CRP) is very important for multi-criteria group decision
making (MCGDM). Recently, social network driven CRP methods have been deeply …

Consensus modeling with nonlinear utility and cost constraints: A case study

Z Gong, X Xu, L Li, C Xu - Knowledge-Based Systems, 2015 - Elsevier
In complex group decision making (GDM), reaching a consensus needs both the adequate
communication and exchange between the individual decision makers (DMs) and the input …

Consensus building with individual consistency control in group decision making

CC Li, RM Rodriguez, L Martinez… - … on Fuzzy Systems, 2018 - ieeexplore.ieee.org
The individual consistency and the consensus degree are two basic measures to conduct
group decision making with reciprocal preference relations. The existing frameworks to …

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 …

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 …