Consensus model driven by interpretable rules in large-scale group decision making with optimal allocation of information granularity

B Zhang, Y Dong, W Pedrycz - IEEE Transactions on Systems …, 2022 - ieeexplore.ieee.org
In group decision making (GDM), consensus level is regarded as a critical criterion to
measure the effectiveness and availability of the final group decision solution. Consensus …

Consensus building for the heterogeneous large-scale GDM with the individual concerns and satisfactions

H Zhang, Y Dong… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Nowadays, societal and technological trends demand the management of large scale of
decision makers in group decision-making (GDM) contexts. In a large-scale GDM, decision …

An objective and interactive‐information‐based feedback mechanism for the consensus‐reaching process considering a non‐support degree for minority opinions

R Nie, Z Tian, J Wang, H Luo - Expert Systems, 2020 - Wiley Online Library
The consensus‐reaching process (CRP) to achieve higher unanimity and ensure common
agreement before deriving a final decision has become an important procedure in group …

A consensus model considers managing manipulative and overconfident behaviours in large-scale group decision-making

X Liang, J Guo, P Liu - Information Sciences, 2024 - Elsevier
When dealing with large-scale group decision-making problems, the central emphasis lies
in the objective and rational acquisition of a collective opinion acceptable to the majority of …

Managing noncooperative behaviors in large-scale group decision-making: Integration of independent and supervised consensus-reaching models

Z Du, S Yu, X Xu - Information Sciences, 2020 - Elsevier
Large-scale group decision-making (LSGDM) has been widely studied to address
increasingly complex decision-making problems. The consensus-reaching process is …

Adaptive consensus-based model for heterogeneous large-scale group decision-making: Detecting and managing noncooperative behaviors

ZP Tian, RX Nie, JQ Wang… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Large-scale group decision-making (LSGDM), which involves dozens to hundreds of
decision-makers (DMs), is attracting extensive attention and has become an interesting and …

Optimal group selection model for large-scale group decision making

P Wu, Q Wu, L Zhou, H Chen - Information Fusion, 2020 - Elsevier
Research on large-scale group decision making (LSGDM) has generally focused on
clustering and reaching a consensus. Often, participants (or decision makers) are unwilling …

Consensus model for large-scale group decision making based on fuzzy preference relation with self-confidence: Detecting and managing overconfidence behaviors

X Liu, Y Xu, F Herrera - Information Fusion, 2019 - Elsevier
With the development of intelligent decision-making, one kind of decision modes involves a
large number of decision-makers (DMs), which is called large scale group decision making …

Consensus reaching process with noncooperative behaviors in large-scale group social network environment

X You, F Hou, F Chiclana - Applied Soft Computing, 2023 - Elsevier
Large-scale group decision-making (LSGDM) problems have drawn general attention from
scholars. The distribution linguistic preference relation (DLPR) is a flexible and practical tool …

Consensus constructing in large-scale group decision making with multi-granular probabilistic 2-tuple fuzzy linguistic preference relations

Y Song, G Li - Ieee Access, 2019 - ieeexplore.ieee.org
As the number of participants involves in decisions getting complex and the heterogeneity
could be produced among decision makers, a large-scale group decision making (LGDM) …