A group-based FMEA approach with dynamic heterogeneous social network consensus reaching model for uncertain reliability assessment
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DOI: 10.1080/01605682.2021.2020694
Abstract: Abstract Failure mode and effect analysis (FMEA) is a systematic and multidisciplinary team-based reliability analysis technology used in various industries, which can alleviate the failure risk of products, systems and services. The experts are usually… read more here.
Keywords: social network; consensus; heterogeneous social; reliability ... See more keywords
Consensus Reaching Based on Social Influence Evolution in Group Decision Making.
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DOI: 10.1109/tcyb.2021.3139673
Abstract: A key issue in social network group decision making (SNGDM) is to determine the weights (i.e., social influences) of individuals. Notably, in some SNGDM scenarios, the social influences of individuals may evolve over time. Meanwhile,… read more here.
Keywords: consensus reaching; influence; influence evolution; social influence ... See more keywords
Social Trust Driven Consensus Reaching Model With a Minimum Adjustment Feedback Mechanism Considering Assessments-Modifications Willingness
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Fuzzy Systems"
DOI: 10.1109/tfuzz.2021.3073251
Abstract: Social network group decision making (SNGDM) has emerged as a new decision tool to effectively model the social trust relationships among decision makers. The impact of the social trust relationships on assessments-modifications in the consensus… read more here.
Keywords: assessments modifications; trust driven; consensus; consensus reaching ... See more keywords
Consensus Reaching With Minimum Cost of Informed Individuals and Time Constraints in Large-Scale Group Decision-Making
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DOI: 10.1109/tfuzz.2022.3165373
Abstract: Consensus reaching process (CRP) is important and present in a wide range of application areas. In practical CRP, the managers (e.g., enterprise) often hire some informed individuals (e.g., persuaders) to promote the efficiency of consensus… read more here.
Keywords: informed individuals; individuals time; cost informed; consensus reaching ... See more keywords
A Linguistic Metric for Consensus Reaching Processes Based on ELICIT Comprehensive Minimum Cost Consensus Models
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DOI: 10.1109/tfuzz.2022.3213943
Abstract: Linguistic group decision making (LiGDM) aims at solving decision situations involving human decision makers (DMs) whose opinions are modeled by using linguistic information. To achieve agreed solutions that increase DMs' satisfaction toward the collective solution,… read more here.
Keywords: reaching processes; consensus; comprehensive minimum; cost ... See more keywords
Reinforcement Learning-Based Feedback and Weight-Adjustment Mechanisms for Consensus Reaching in Group Decision Making
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Systems, Man, and Cybernetics: Systems"
DOI: 10.1109/tsmc.2022.3214221
Abstract: The number of discussion rounds and harmony degree of decision makers are two crucial efficiency measures to be considered in the design of the consensus-reaching process for the group decision-making problems. Adjusting the feedback parameter… read more here.
Keywords: reinforcement learning; decision makers; consensus reaching; decision ... See more keywords
Consensus Reaching in Group Decision Making With Linear Uncertain Preferences and Asymmetric Costs
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DOI: 10.1109/tsmc.2022.3220837
Abstract: 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 the established research on uncertain minimum cost consensus models (MCCMs),… read more here.
Keywords: consensus; asymmetric costs; consensus reaching; decision making ... See more keywords