Conflict management-based consensus reaching process considering conflict relationship clustering in large-scale group decision-making problems

RX Ding, RX Cheng, MN Li, GR Yang… - Expert Systems with …, 2024 - Elsevier
In large-scale group decision-making (LSGDM) events, conflicts among decision makers
(DMs) usually occur, causing serious damage to the decision-making process. Accurate …

A two-stage dynamic influence model-achieving decision-making consensus within large scale groups operating with incomplete information

S Li, C Wei - Knowledge-Based Systems, 2020 - Elsevier
The decision making environment has been dramatically affected by rapid developments in
society and the economy. Large-scale group decision making (LSGDM) based on social …

Consensus efficiency in group decision making: A comprehensive comparative study and its optimal design

H Zhang, Y Dong, F Chiclana, S Yu - European Journal of Operational …, 2019 - Elsevier
Consensus reaching processes (CRPs) aim to help decision-makers achieve agreement
regarding the solution to a common decision problem, and consequently play an …

An opinions-updating model for large-scale group decision-making driven by autonomous learning

X Cheng, K Zhang, T Wu, Z Xu, X Gou - Information Sciences, 2024 - Elsevier
This paper aspires to explore and construct a more objective and automated large-scale
group decision-making (LSGDM) model. The concept of vacillation degree based on …

A two-stage consensus model for large-scale group decision-making considering dynamic social networks

L Li, S Jiao, Y Shen, B Liu, W Pedrycz, Y Chen, X Tang - Information Fusion, 2023 - Elsevier
Clustering and the feedback mechanism in a consensus reaching process (CRP) have been
regarded as two critical components when solving the large-scale group decision-making …

An adaptive consensus method based on feedback mechanism and social interaction in social network group decision making

C Shang, R Zhang, X Zhu, Y Liu - Information Sciences, 2023 - Elsevier
Many consensus models in social network group decision making (SNGDM) have been
reported to obtain a collective solution despite the initial opinions of decision makers (DMs) …

A Stackelberg game model for large-scale group decision making based on cooperative incentives

M Tang, H Liao, X Wu - Information Fusion, 2023 - Elsevier
With the rapid development of novel technological paradigms such as e-democracy, e-
government, and collective intelligence, large-scale group decision making (LSGDM) has …

Dynamic subgroup-quality-based consensus in managing consistency, nearness, and evenness quality indices for large-scale group decision making under hesitant …

M Tang, H Liao, X Mi, X Xu… - Journal of the Operational …, 2021 - Taylor & Francis
With the increasing complexity of decision-making environment and the development of
societal demands, large-scale group decision making (LSGDM) has become a hot topic in …

Managing manipulative and non-cooperative behaviors in large scale group decision making based on a WeChat-like interaction network

S Li, RM Rodríguez, C Wei - Information Fusion, 2021 - Elsevier
The main challenges in large scale group decision making (LSGDM) problem are how to
tackle with the great number of participants and how to achieve a common solution accepted …

A novel consensus model for multi-attribute large-scale group decision making based on comprehensive behavior classification and adaptive weight updating

Z Shi, X Wang, I Palomares, S Guo, RX Ding - Knowledge-Based Systems, 2018 - Elsevier
Consensus reaching process (CRP) has received increasing attention in recent years, as
the demand for decision results with mutual agreement has greatly grown. With the current …