A Consensus Model for Group Decision Making with Hesitant Fuzzy Linguistic Information

Rosa M. Rodríguez, L. Martínez
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引用次数: 12

Abstract

Group Decision Making (GDM) is a usual process in companies and administration in which complex decision problems are solved taking into account different points of view from different experts involved in the decision situation. Notwithstanding, in principle group decisions should be better accepted than decisions made by a single decision maker because they try to include several viewpoints, sometimes the decision processes do not consider the agreement in the solution, therefore such solutions can fail in their goal. To overcome such a problem, a consensus reaching process is added to GDM processes to obtain solutions with a high degree of agreement. The complexity of GDM problems are often due to the uncertainty related to the imprecision and vagueness of the meaning of the decision situation that is modelled by linguistic descriptors. Different linguistic consensus models have successfully dealt with these GDM problems. However, recently it has been pointed out that in GDM problems dealing with linguistic information may be necessary to offer a higher flexibility to experts for eliciting their preferences to manage mainly their hesitancy about linguistic assessments when a single linguistic term does not adjust enough to their knowledge/preference. This contribution provides a novel consensus model for GDM problems dealing with Hesitant Fuzzy Linguistic Term Sets (HFLTS) that have been proposed to deal with hesitancy in linguistic GDM problems.
带有犹豫模糊语言信息的群体决策共识模型
群体决策(GDM)是公司和行政管理中常见的一种过程,在这种过程中,复杂的决策问题得到解决,同时考虑到参与决策情况的不同专家的不同观点。尽管如此,原则上群体决策应该比单个决策者做出的决策更容易被接受,因为他们试图包括几个观点,有时决策过程不考虑解决方案中的一致性,因此这些解决方案可能会失败。为了克服这一问题,在GDM过程中增加了一个达成共识的过程,以获得高度一致的解决方案。GDM问题的复杂性通常是由于与语言描述符建模的决策情况含义的不精确和模糊相关的不确定性。不同的语言共识模型已经成功地处理了这些GDM问题。然而,最近有人指出,在GDM中,处理语言信息的问题可能有必要为专家提供更高的灵活性,以引出他们的偏好,主要是在单个语言术语不足以适应他们的知识/偏好时管理他们对语言评估的犹豫。这一贡献为处理犹豫模糊语言项集(HFLTS)的GDM问题提供了一个新的共识模型,该模型已被提出用于处理语言GDM问题中的犹豫。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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