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A Novel Extension of the TOPSIS Method Adapted for the Use of Single-Valued Neutrosophic Sets and Hamming Distance for E-Commerce Development Strategies Selection
Symmetry ( IF 2.940 ) Pub Date : 2020-07-30 , DOI: 10.3390/sym12081263
Darjan Karabašević , Dragiša Stanujkić , Edmundas Kazimieras Zavadskas , Predrag Stanimirović , Gabrijela Popović , Bratislav Predić , Alptekin Ulutaş

Neutrosophic sets have been recognized as an effective approach in solving complex decision-making (DM) problems, mainly when such problems are related to uncertainties, as published in numerous articles thus far. The use of the three membership functions that can be used to express accuracy, inaccuracy, and indeterminacy during the evaluation of alternatives in multiple-criteria DM can be said to be a significant advantage of these sets. By utilizing these membership functions, neutrosophic sets provide an efficient and flexible approach to the evaluation of alternatives, even if DM problems are related to uncertainty and predictions. On the other hand, the TOPSIS method is a prominent multiple-criteria decision-making method used so far to solve numerous decision-making problems, and many extensions of the TOPSIS method are proposed to enable the use of different types of fuzzy as well as neutrosophic sets. Therefore, a novel extension of the TOPSIS method adapted for the use of single-valued neutrosophic sets was considered in this paper.

中文翻译:

适用于使用单值中智集和汉明距离进行电子商务发展策略选择的 TOPSIS 方法的新扩展

中智集已被公认为解决复杂决策 (DM) 问题的有效方法,主要是当此类问题与不确定性相关时,迄今为止已发表在许多文章中。在多标准DM中的备选方案评估过程中,使用可用于表达准确度、不准确度和不确定性的三个隶属函数可以说是这些集合的一个显着优势。通过利用这些隶属函数,即使 DM 问题与不确定性和预测有关,中智集也提供了一种有效且灵活的方法来评估备选方案。另一方面,TOPSIS 方法是迄今为止用于解决众多决策问题的突出的多准则决策方法,并且提出了 TOPSIS 方法的许多扩展,以便能够使用不同类型的模糊集和中智集。因此,本文考虑了适用于单值中智集合的 TOPSIS 方法的新扩展。
更新日期:2020-07-30
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