Balance dynamic clustering analysis and consensus reaching process with consensus evolution networks in large-scale group decision making

T Wu, X Liu, J Qin, F Herrera - IEEE Transactions on Fuzzy …, 2019 - ieeexplore.ieee.org
Large-scale group decision-making (LSGDM) solution is usually based on the clustering
analysis process (CAP) and consensus reaching process (CRP). However, CAP and CRP …

A cyclic dynamic trust-based consensus model for large-scale group decision making with probabilistic linguistic information

X Tan, J Zhu, FJ Cabrerizo, E Herrera-Viedma - Applied Soft Computing, 2021 - Elsevier
This paper investigates a consensus reaching process (CRP) considering dynamic trust in
large-scale group decision making (LSGDM). In the traditional trust-based consensus …

Fuzzy group decision making with incomplete information guided by social influence

N Capuano, F Chiclana, H Fujita… - … on Fuzzy Systems, 2017 - ieeexplore.ieee.org
A promising research area in the field of group decision making (GDM) is the study of
interpersonal influence and its impact on the evolution of experts' opinions. In conventional …

Uninorm trust propagation and aggregation methods for group decision making in social network with four tuple information

J Wu, R Xiong, F Chiclana - Knowledge-Based Systems, 2016 - Elsevier
A novel social network based group decision making (SN-GDM) model with experts' weights
not provided beforehand and with the following four tuple information: trust; distrust; …

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 …

Expertise-structure and risk-appetite-integrated two-tiered collective opinion generation framework for large-scale group decision making

ZS Chen, X Zhang, RM Rodríguez… - … on Fuzzy Systems, 2022 - ieeexplore.ieee.org
The generation of collective preference assessments occupies a critical position in deriving
accurate and reliable alternative rankings in the context of large-scale group decision …

A dynamic adaptive subgroup-to-subgroup compatibility-based conflict detection and resolution model for multicriteria large-scale group decision making

M Tang, H Liao, E Herrera-Viedma… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
The current societal demands and technological developments have resulted in the
participation of a large number of experts in making decisions as a group. Conflicts are …

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 …

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 two-stage subgroup decision-making method for processing large-scale information

C Zhang, W Su, S Zeng, T Balezentis… - Expert Systems with …, 2021 - Elsevier
Large-scale group decision-making (LSGDM) problems generally involve a large number of
decision-makers (DMs). In many situations, the number of DMs and alternatives …