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An Interactive Consensus Model for Group Decision-Making with Incomplete Multi-Granular 2-Tuple Fuzzy Linguistic Preference Relations

机译:具有不完备的多粒度两元组模糊语言偏好关系的群体决策交互式共识模型

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摘要

As a result of the heterogeneity of decision-makers, it is more suitable to use multi-granular linguistic information to express assessing information over alternatives for decision-makers. Decision-makers may only provide partial preference information as the limitation of knowledge over the alternatives. Thus, the incomplete multi-granular 2-tuple fuzzy linguistic preference relations (IMGFLPRs) can be applied to manage the GDM problems in complex environments. In this paper, we propose a novel group decision-making (GDM) model based on mathematical programming with IMGFLPRs. It is more important that the proposed mathematical programming can directly deal with IMGFLPRs and does not need to be converted into a uniform form. By this means, we construct a consensus reaching process based on IMGFLPRs, considering simultaneously dynamic adjustment of experts' weight. Finally, an emergency plan selection problem is solved by the proposed model, which shows the result of GDM is effectiveness.
机译:由于决策者的异质性,更适合使用多粒度语言信息来表达针对决策者的评估信息。决策者可能只提供部分偏好信息,作为对替代品的知识限制。因此,不完全的多颗粒2元模糊语言偏好关系(IMGFLPR)可用于管理复杂环境中的GDM问题。在本文中,我们提出了一种基于带有IMGFLPR的数学编程的新型群体决策(GDM)模型。更为重要的是,所提出的数学程序可以直接处理IMGFLPR,而不必转换为统一形式。通过这种方式,我们在考虑专家权重动态调整的同时,基于IMGFLPRs建立了共识达成过程。最后,提出的模型解决了应急预案选择问题,表明了GDM的有效性。

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  • 来源
    《Mathematical Problems in Engineering》 |2018年第10期|8197414.1-8197414.11|共11页
  • 作者

    Song Yongming; Yuan Feng;

  • 作者单位

    Shandong Management Univ, Sch Informat Engn, Jinan 250357, Shandong, Peoples R China;

    Shandong Management Univ, Univ Shandong, Key Lab TCM Data Cloud Serv, Jinan 250357, Shandong, Peoples R China;

    Shandong Technol & Business Univ, Sch Business Adm, Yantai 264005, Peoples R China;

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