A large-scale group decision-making approach based on hesitancy degrees and non-cooperative behaviors with picture fuzzy information

JJ Peng, XG Chen - Applied Soft Computing, 2024 - Elsevier
Large-scale group decision-making (LSGDM) problems involve two processes: a clustering
process is first implemented to break down a larger group into several smaller subgroups for …

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 …

Picture fuzzy large-scale group decision-making in a trust-relationship-based social network environment

JJ Peng, XG Chen, C Tian, ZQ Zhang, HY Song… - Information …, 2022 - Elsevier
Traditional large-scale group decision-making (LSGDM) methods assume that the decision-
makers (DMs) are independent, and the trust relationships among DMs in the social network …

A consensus reaching model for expert behavior-driven adjustment of expert weights based on picture fuzzy sets

M Wu, L Ma, J Fan - Journal of Intelligent & Fuzzy Systems - content.iospress.com
This article proposes an expert-driven consensus and decision-making model that
comprehensively considers expert behavior in Multi-criteria decision-making (MCDM) …

Consensus reaching process using personalized modification rules in large-scale group decision-making

L Guo, J Zhan, G Kou - Information Fusion, 2024 - Elsevier
Managing complex decision-making scenarios often hinges on the effectiveness of large-
scale group decision-making (LSGDM). When confronted with a significant number of …

An improved consensus-based group decision making model with heterogeneous information

F Zhang, J Ignatius, Y Zhao, CP Lim, M Ghasemi… - Applied Soft …, 2015 - Elsevier
In group decision making (GDM) problems, it is natural for decision makers (DMs) to provide
different preferences and evaluations owing to varying domain knowledge and cultural …

[HTML][HTML] An Online Review Data-Driven Fuzzy Large-Scale Group Decision-Making Method Based on Dual Fine-Tuning

X Yuan, T Xu, S He, C Zhang - Electronics, 2024 - mdpi.com
Large-scale group decision-making (LSGDM) involves aggregating the opinions of
participating decision-makers into collective opinions and selecting optimal solutions …

Dynamic programming algorithm-based picture fuzzy clustering approach and its application to the large-scale group decision-making problem

X Pan, Y Wang, KS Chin - Computers & Industrial Engineering, 2021 - Elsevier
Due to the rapid development of society and economy, the large-scale group decision
making (LSGDM) problems are increasingly common in the real life. In this paper, a dynamic …

Dynamic clustering-based consensus model for large-scale group decision-making considering overlapping communities

Z Hua, X Gou, L Martínez - Information Fusion, 2024 - Elsevier
Consensus-reaching strategy is crucial in large-scale group decision-making (LSGDM) as it
serves as an effective approach to reducing group conflicts. Meanwhile, the common social …

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 …