Managing heterogeneous preferences and multiple consensus behaviors with self-confidence in large-scale group decision making

W Liu, Y Wu, X Chen, F Chiclana - Information Fusion, 2024 - Elsevier
With the rapid increase of experts, groups or organizations involved in decision making, the
problem of large-scale group decision making (LSGDM) has attracted increasing attention in …

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 …

Managing Strategic Manipulation Behaviors Based on Historical Data of Preferences and Trust Relationships in Large-Scale Group Decision Making

K Xiong, Y Dong, Q Zha - IEEE Transactions on Fuzzy Systems, 2023 - ieeexplore.ieee.org
In the large-scale group decision-making (LSGDM) problems, some experts may adopt
strategic manipulation behaviors which can be reflected in trust and preference values …

A large-scale consensus model to manage non-cooperative behaviors in group decision making: A perspective based on historical data

K Xiong, Y Dong, Q Zha - Expert Systems with Applications, 2023 - Elsevier
In the large-scale group decision making (LSGDM) problems, it is common that some
decision makers might refuse to modify their preferences to achieve a consensus or even …

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 …

A non-cooperative behavior management method for multi-attribute large group decision-making

X Dong, X Sun - Journal of Intelligent & Fuzzy Systems, 2022 - content.iospress.com
In multi-attribute large group decision-making (MALGDM), the ideal state indicates a high
degree of consensus among a set of decision-makers (DMs). It is complex to reach …

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 …

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 reaching process with multiobjective optimization for large-scale group decision making with cooperative game

P Wu, F Li, J Zhao, L Zhou… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Large-scale group decision making (LSGDM) is a common decision-making activity in which
experts elicit their preferences through preference relations with consistencies based on …

A clustering method with historical data to support large-scale consensus-reaching process in group decision-making

K Xiong, Y Dong, S Zhao - International Journal of Computational …, 2022 - Springer
With the rapid development of information technology and social network, the large-scale
group decision-making (LSGDM) has become more and more popular due to the fact that …