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The Interval-Valued Intuitionistic Fuzzy MULTIMOORA Method for Group Decision Making in Engineering

机译:工程群决策的区间值直觉模糊MULTIMOORA方法

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摘要

Multiple criteria decision making methods have received different extensions under the uncertain environment in recent years. The aim of the current research is to extend the application of the MULTIMOORA method (Multiobjective Optimization by Ratio Analysis plus Full Multiplicative Form) for group decision making in the uncertain environment. Taking into account the advantages of IVIFS (interval-valued intuitionistic fuzzy sets) in handling the problem of uncertainty, the development of the interval-valued intuitionistic fuzzy MULTIMOORA (IVIF-MULTIMOORA) method for group decision making is considered in the paper. Two numerical examples of real-world civil engineering problems are presented, and ranking of the alternatives based on the suggested method is described. The results are then compared to the rankings yielded by some other methods of decision making with IVIF information. The comparison has shown the conformity of the proposed IVIF-MULTIMOORA method with other approaches. The proposed algorithm is favorable because of the abilities of IVIFS to be used for imagination of uncertainty and the MULTIMOORA method to consider three different viewpoints in analyzing engineering decision alternatives.
机译:近年来,在不确定的环境下,多准则决策方法得到了不同的扩展。当前研究的目的是扩展MULTIMOORA方法(比率分析多目标优化加上完全乘法形式)在不确定环境中的群体决策中的应用。考虑到IVIFS(区间直觉模糊集)在处理不确定性问题上的优势,本文考虑了区间直觉模糊MULTIMOORA(IVIF-MULTIMOORA)方法在群体决策中的发展。给出了真实土木工程问题的两个数值示例,并描述了基于建议方法的替代方案的排名。然后将结果与使用IVIF信息进行其他决策的方法得出的排名进行比较。比较表明所提出的IVIF-MULTIMOORA方法与其他方法的一致性。所提出的算法是有利的,因为IVIFS可以用于不确定性的想象,并且MULTIMOORA方法可以在分析工程决策方案时考虑三种不同的观点。

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