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 …

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 …

A hierarchical consensus reaching process for group decision making with noncooperative behaviors

M Tang, H Liao, X Mi, B Lev, W Pedrycz - European Journal of Operational …, 2021 - Elsevier
With the development of technological and societal paradigms, we witness a trend where a
large number of experts participate in decision-making processes, and large-scale group …

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 …

A consensus model to detect and manage noncooperative behaviors in large-scale group decision making

I Palomares, L Martinez… - IEEE Transactions on …, 2013 - ieeexplore.ieee.org
Consensus reaching processes in group decision making attempt to reach a mutual
agreement among a group of decision makers before making a common decision. Different …

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 …

An interactive consensus reaching model with updated weights of clusters in large-scale group decision making

H Liao, Z Wu, M Tang, Z Wan - Engineering Applications of Artificial …, 2022 - Elsevier
Consensus reaching process generates a group decision approved by all experts despite
their possible divergent preferences. To circumvent a calculated and nominal consensus …

A large-scale group decision-making model with no consensus threshold based on social network analysis

X Liang, J Guo, P Liu - Information Sciences, 2022 - Elsevier
Recently, large-scale group decision-making in the social network context has become an
attractive research hotspot in decision science. The focus of large-scale group decision …

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 …

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 …