Ordinal consensus measure with objective threshold for heterogeneous large-scale group decision making

M Tang, X Zhou, H Liao, J Xu, H Fujita… - Knowledge-Based …, 2019 - Elsevier
Because of the increasing complexity of real-world decision-making environment, there is a
trend that a large number of decision-makers are becoming involved in group decision …

A consensus reaching process for large‐scale group decision making with heterogeneous preference information

Z Wu, H Liao - International Journal of Intelligent Systems, 2021 - Wiley Online Library
Many group decision making (GDM) models enable experts to use only one preference
information representation form. It is natural to allow experts to express preferences in …

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 …

Group decision making with heterogeneous preference structures: An automatic mechanism to support consensus reaching

B Zhang, Y Dong, E Herrera-Viedma - Group Decision and Negotiation, 2019 - Springer
In real-world decision problems, decision makers usually express their opinions with
different preference structures. In order to deal with the heterogeneous preference …

A multi-stage hybrid consensus reaching model for multi-attribute large group decision-making: Integrating cardinal consensus and ordinal consensus

X Zhong, X Xu, X Yin - Computers & Industrial Engineering, 2021 - Elsevier
Based on the notion that cardinal consensus and ordinal consensus are of equal
importance, a novel consensus reaching model for multi-attribute large group decision …

Consensus reaching for ordinal classification-based group decision making with heterogeneous preference information

Z Li, Z Zhang, W Yu - Journal of the Operational Research Society, 2024 - Taylor & Francis
In group decision making (GDM), there may exist some problems that need to assign
alternatives to some predefined ordered categories, which are called ordinal classification …

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 …

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 …

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 …

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 …