Employing zSlices based general type-2 fuzzy sets to model multi level agreement
Employing zSlices based general type-2 fuzzy sets to model multi level agreement
复制标题
采用基于 zSlices 的通用 2 类模糊集对多层协议进行建模
DOI：
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发表时间：
2011
期刊：
影响因子：
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通讯作者：
H. Hagras
中科院分区：
文献类型：
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作者：
Christian Wagner;H. Hagras
在本文中，我们介绍了多层次协议（MLA）的概念（基于zSlices）的一般类型2模糊集。我们定义了MLA的概念，并描述了它如何可以计算的基础上，一系列的区间型2模糊集。我们提供的例子，可视化MLA集的性质，并讨论其属性和解释。此外，我们专门解决的原因，介绍MLA，以允许建模协议在真实的世界中的应用，使用模糊集，同时仍然保持一个不确定性模型，并表明，使用一般的2型模糊集是必不可少的MLA作为经典集，1型和区间2型模糊集不提供一个自由度，可以用来模拟协议。
In this paper, we introduce the concept of Multi Level Agreement (MLA) based on (zSlices based) general type-2 fuzzy sets. We define the notion of MLA and describe how it can be computed based on a series of interval type-2 fuzzy sets. We provide examples, visualizing the nature of MLA sets and discuss their properties and interpretation. Moreover, we specifically address the reason for introducing MLA in order to allow the modeling of agreement in real world applications using fuzzy sets while still maintaining an uncertainty model and show that the use of general type-2 fuzzy sets is essential for MLA as classical sets, type-1 and interval type-2 fuzzy sets do not provide a degree of freedom which could be employed to model agreement.