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A method for fuzzy group decision making based on induced aggregation operators and Euclidean distance

机译:基于诱导集合算子和欧氏距离的模糊群决策方法

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摘要

In this paper, we present the fuzzy-induced Euclidean ordered weighted averaging distance (FIEOWAD) operator. It is an extension of the ordered weighted averaging (OWA) operator that uses the main characteristics of the induced OWA (IOWA), the Euclidean distance and uncertain information represented by fuzzy numbers. The main advantage of this operator is that it is able to consider complex attitudinal characters of the decision maker by using order-inducing variables in the aggregation of the Euclidean distance. Moreover, it is able to deal with uncertain environments where the information is very imprecise and can be assessed with fuzzy numbers. We study some of its main properties and particular cases such as the fuzzy maximum distance, fuzzy minimum distance, fuzzy-normalized Euclidean distance (FNED), fuzzy-weighted Euclidean distance (FWED), and fuzzy Euclidean ordered weighted averaging distance (FEOWAD) operator. Finally, we present an application of the operator to a group decision-making problem concerning the selection of strategies.
机译:在本文中,我们提出了模糊诱导的欧几里德有序加权平均距离(FIEOWAD)算子。它是有序加权平均(OWA)运算符的扩展,它使用了诱导OWA(IOWA)的主要特征,欧几里得距离和由模糊数表示的不确定信息。该运算符的主要优点是,通过在欧几里得距离的集合中使用顺序诱导变量,可以考虑决策者的复杂态度特征。此外,它能够处理不确定的环境,在这些环境中信息非常不准确,并且可以用模糊数进行评估。我们研究了它的一些主要属性和特殊情况,例如模糊最大距离,模糊最小距离,模糊归一化欧式距离(FNED),模糊加权欧式距离(FWED)和模糊欧式有序加权平均距离(FEOWAD)运算符。最后,我们提出了算子在与策略选择有关的群体决策问题上的应用。

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