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A new multiple attribute decision making method for selecting design schemes in sponge city construction with trapezoidal interval type-2 fuzzy information
Applied Intelligence ( IF 5.3 ) Pub Date : 2020-03-02 , DOI: 10.1007/s10489-019-01608-z
Fanyong Meng , Shutian Li

Selecting the most suitable design scheme in sponge city construction can be seen as a multiple attribute decision-making (MADM) problem. To express the uncertain and fuzzy decision-making information, interval type-2 fuzzy sets (IT2FSs) are useful tools. The paper focuses on decision making with trapezoidal interval type-2 fuzzy numbers (TIT2FNs) and discusses the evaluation of municipal road design schemes in sponge city construction. To do these, several operations on TIT2FNs based on Hamacher t-norm and t-conorm are first defined, where both the operations on the membership degree and on eight non-negative real values are considered. Then, two (2-additive) generalized Shapley trapezoidal interval type-2 fuzzy Hamacher Choquet integral operators are presented, which globally reflect interactions among elements. Considering the case where the decision-making weighting information is incomplete known, Manhattan distance measure-based models for obtaining the optimal fuzzy measure and 2-additive measure are constructed, respectively. Furthermore, an approach for trapezoidal interval type-2 fuzzy MADM is developed. Finally, a practical example is provided to illustrate the utilization of the new method, and comparison analysis is provided.



中文翻译:

梯形区间2型模糊信息的海绵城市建设设计方案选择的多属性决策新方法

在海绵城市建设中选择最合适的设计方案可以看作是多属性决策(MADM)问题。为了表达不确定性和模糊决策信息,区间2型模糊集(IT2FS)是有用的工具。本文着重于梯形区间2型模糊数(TIT2FNs)的决策,并讨论了海绵城市建设中市政道路设计方案的评估。为此,首先定义基于Hamacher t-范数和t-conorm的TIT2FN的几个运算,其中考虑隶属度和八个非负实数值的运算。然后,提出了两个(2加法)广义Shapley梯形区间2型模糊Hamacher Choquet积分算子,它们整体上反映了元素之间的相互作用。考虑到决策权重信息不完整的情况,分别构建了基于曼哈顿距离测度的模型,用于获得最优模糊测度和2加性测度。此外,提出了一种梯形区间2型模糊MADM方法。最后,提供一个实例说明该方法的应用,并提供了比较分析。

更新日期:2020-03-02
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