Personalized Feedback Constraint-Driven Minimum-Relative-Cost Consensus and its Application to Online Healthcare Knowledge Services

S Yu, J Xiao, Z Du, W Zhang - Available at SSRN 4676356 - papers.ssrn.com
Minimum-cost consensus (MCC) is an effective technique for reducing differences of opinion
in group decision-making that considers adjustment costs. Classical MCC aims to obtain an …

Enhanced minimum-cost consensus: Focusing on overadjustment and flexible consensus cost

SM Yu, XT Zhang, Z Du - Information Fusion, 2023 - Elsevier
Minimum-cost consensus (MCC) using the optimization-based consensus rule (OR) has
been developed and widely applied to various group decision-making (GDM) contexts …

Minimum cost consensus model with loss aversion based large-scale group decision making

Y Liang, Y Ju, J Qin, W Pedrycz… - Journal of the Operational …, 2023 - Taylor & Francis
In minimum cost consensus problems, to accomplish the group consensus, decision makers
accommodate their initial discrepant opinions based on the unit adjustment costs. During …

Multi-dimensional multi-round minimum cost consensus models with iterative mechanisms involving reward and punishment measures

W Guo, H Wang, WG Zhang, Z Gong, Y Xu… - Knowledge-Based …, 2024 - Elsevier
In order to address the issues of unfairness in consensus and subjectivity bias in data, while
further expanding the traditional minimum cost consensus model (MCCM) in terms of …

Minimum cost consensus model with altruistic preference

Y Liang, Y Ju, Y Tu, W Pedrycz, L Martínez - Computers & Industrial …, 2023 - Elsevier
The minimum cost consensus model (MCCM) aims at reaching group consensus for either
conflict or polarized opinions evaluated in group decision making. Decision makers (DMs) …

A novel tolerance-based moderator guided heterogeneous group decision-making involving experts and end-users

M Singh, G Baranwal, AK Tripathi - International Journal of …, 2023 - World Scientific
This study focuses on two issues of group decision-making (GDM). First, the multiple rounds
of feedback recommendations in the consensus reaching process (CRP) make GDM …

Robust Maximum Expert Consensus Model with Adjustment Path under Uncertain Environment

Y Ma, Y Ji, C Wijekoon - Applied Soft Computing, 2024 - Elsevier
The maximum expert consensus model (MECM) is a commonly used consensus model in
group decision making (GDM). In traditional MECM, the consensus constraints are not fully …

An overview on feedback mechanisms with minimum adjustment or cost in consensus reaching in group decision making: Research paradigms and challenges

H Zhang, S Zhao, G Kou, CC Li, Y Dong, F Herrera - Information Fusion, 2020 - Elsevier
Consensus reaching process is a very powerful decision tool to eliminate the preference
conflict in group decision making. In general, the consensus is achieved by the decision …

Consensus reaching in group decision making with linear uncertain preferences and asymmetric costs

X Xu, Z Gong, E Herrera-Viedma, G Kou… - … on Systems, Man …, 2022 - ieeexplore.ieee.org
Consensus reaching process (CRP), as an essential part of group decision making (GDM),
can facilitate more effective consensus by taking human behaviors into account. Extending …

Self-Confidence Rationality Identification of Group Decision Making Based on Consensus Analysis

FY Meng, Y Lv, ZR Wang - IEEE Transactions on Computational …, 2022 - ieeexplore.ieee.org
This article focuses on the consensus-reaching process (CRP) for group decision-making
with self-confidence (SC) and considers personalized individual semantics (PIS). To identify …