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The Hesitant Fuzzy Linguistic TOPSIS Method Based on Novel Information Measures

机译:基于新型信息测度的犹豫模糊语言TOPSIS方法

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摘要

Hesitant fuzzy linguistic term sets (HFLTSs) have attracted lots of attention recently due to their distinguished power and efficiency for dealing with multi-criteria decision making. To extend the applicability of HFLTSs, this paper first presents a more concise comparison formula of hesitant fuzzy linguistic term sets based on probability criterion of uniform distribution and develops novel distance measures considering the hesitance degree. Next, an aggregation scheme is designed to integrate OWD measure into the TOPSIS analysis procedure, in which we calculate different criterion weights according to the distance between criterion values and positive and negative ideal solutions. The weighted distances between the alternatives and positive and negative ideal solutions are calculated. Then the relative closeness degree to the positive ideal solution is calculated to rank all alternatives. Finally, an example is given to illustrate the capabilities and validation of the proposed algorithm.
机译:犹豫的模糊语言术语集(HFLTS)由于其在处理多准则决策方面的卓越能力和效率而备受关注。为了扩展HFLTS的适用性,本文首先提出了一种基于均匀分布概率准则的犹豫模糊语言术语集的更简洁的比较公式,并提出了考虑犹豫程度的新颖距离度量。接下来,设计一种汇总方案,将OWD量度集成到TOPSIS分析程序中,其中我们根据标准值与正负理想解之间的距离来计算不同的标准权重。计算替代方案与正负理想解决方案之间的加权距离。然后,计算与正理想解的相对接近度,以对所有替代方案进行排名。最后,给出一个例子来说明所提出算法的功能和验证。

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