A new ranking method for TOPSIS and VIKOR under interval valued intuitionistic fuzzy sets and possibility measures

Dammak, Fatma; Baccour, Leila; Alimi, Adel M.

doi:10.3233/jifs-191223

Cited by 13 publications

(7 citation statements)

References 33 publications

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“…The objective of MCDM procedure is to select the best option from a set of options under a set of various attributes. Currently, numerous MCDM approaches namely COPRAS (Kumari and Mishra 2020 ; Mishra et al 2020a ), CODAS (He et al 2019 ; Zhou et al 2020 ), ELECTRE (Fei et al 2019 ; Mishra et al 2020b ), MULTIMOORA (Tian et al 2017 ; Wu et al 2020 ), TOPSIS (Aydemir and Gunduz 2020 ; Dammak et al 2020 ), TODIM (Zindani et al 2020 ; Mishra et al 2020c ), VIKOR (Rani et al 2019 ; Krishankumar et al 2020 ), WASPAS (Ghorabaee et al 2017 ; Mishra and Rani 2018 ) and others have been discussed to solve the MCDM problems on different uncertain environments. Each MCDM procedure has been developed with different advantages and disadvantages, though, the scholars usually select an approach which is based on the nature and intricacy of the problem.…”

Section: Related Workmentioning

confidence: 99%

Fermatean fuzzy CRITIC-EDAS approach for the selection of sustainable third-party reverse logistics providers using improved generalized score function

Mishra

Rani

Pandey

2021

J Ambient Intell Human Comput

136

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In today’s world, the demand for sustainable third-party reverse logistics providers (S3PRLPs) becomes an increasingly considerable issue for industries seeking improved customer service, cost reduction and sustainability perspectives. However, the assessment and selection of right S3PRLP is a complex uncertain decision-making problem due to involvement of numerous conflicting attributes, imprecise human mind and lack of information. Recently, Fermatean fuzzy set (FFS) has been recognized as one of the suitable tools to tackle the uncertain and inaccurate information. In this paper, we introduce a hybrid methodology based on CRITIC and EDAS methods with Fermatean fuzzy sets (FFSs) to solve the S3PRLP selection problem in which the attributes and decision makers’ weights are completely unknown. In this framework, CRITIC approach is applied to calculate the attribute weight and EDAS method is used to evaluate the priority order of S3PRLP options. To do this, a new improved generalized score function (IGSF) is developed with its elegant properties. Also, a formula is discussed to calculate the decision makers’ weights based on the developed IGSF. Next, developed framework is applied to assess a case study of S3PRLP selection problem with Fermatean fuzzy information, which elucidates the usefulness and practicality of the proposed method. Finally, comparative study is implemented to show the strength of introduced framework with extant approaches. The outcomes of the work confirm that the introduced approach is more feasible and well-consistent with the other extant approaches.

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Section: Related Workmentioning

confidence: 99%

Fermatean fuzzy CRITIC-EDAS approach for the selection of sustainable third-party reverse logistics providers using improved generalized score function

Mishra

Rani

Pandey

2021

J Ambient Intell Human Comput

136

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“…In the literature, there are studies in which IVIFN and VIKOR technique are used together in different fields of study (Table 2). IVIFN and VIKOR techniques have been integrated and applied in the solution of decision making problems such as supplier selection for an automobile manufacturer (Li & Jiang, 2011), evaluation of investment alternatives (Tan & Chen, 2013;Rani, Jain & Hooda, 2018); Dammak, Baccour & Alimi, 2020), partner selection of a venture company (Zhao, Tang, Yang & Huang, 2013), industrial robot selection (Narayanamoorthy, Geetha, Rakkiyappan & Joo, 2019), and financing risk assessment of rural tourism projects (Wu, Gao & Wei, 2019).…”

Section: Table 1 Criteria For Lc Location Selectionmentioning

confidence: 99%

Extended VIKOR Method based on Interval-Valued Intuitionistic Fuzzy Numbers for Selection of Logistics Centre Location

Baki

2022

İnsan Ve Toplum Bilimleri Araştırmaları Dergisi

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Identifying the appropriate location for logistics centres (LC) is key to gaining and maintaining a competitive advantage and increasing the efficiency of supply chain activities. Increasing customer expectations, efforts to reduce logistics costs and the intensity of competition in the logistics sector have led to the establishment of many new LMs in recent years. These centers contribute significantly to increasing efficiency in freight transportation, optimizing logistics services and reducing the traffic. The increasing importance of LCs and the significant impact of their location on logistics activities have made the choice of installation site a strategic consideration. However, evaluating LC location alternatives is a complex process that must take many factors into account. The aim of the present study is to propose an extended VlseKriterijuska Optimizacija I Komoromisno Resenje (VIKOR) approach based on interval-valued intuitionistic fuzzy numbers (IVIFN) and test its feasibility. Applying IVIFN contributes to coping with uncertainty in human thought and decision processes. On the other hand, VIKOR is a decision-making technique that facilitates ranking criteria that are contradictory and represented by different units, and it offers a compromise solution. The feasibility of the extended VIKOR approach through IVIFN proposed in this study was tested in a numerical example in which LC location alternatives were evaluated. Three experts were consulted to determine the criterion weights and to rank the alternatives. Decision makers serve as logistics and planning specialist, logistics operations manager and supply chain chief engineer. In practice, alternatives were evaluated by considering six criteria. As a result, criteria are listed in the form of intermodal connection (0.255), infrastructure (0.194), security/safety (0.169), proximity to customers (0.158), proximity to suppliers (0.131), and labour supply (0.093), according to their weighted importance. It is expected that the findings obtained in the study will contribute to researchers and sector managers.

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“…Roszkowska et al [ 47 ] also adopted the intuitionistic fuzzy TOPSIS for assessing social and economic phenomena. Similar to IFS, appropriate IVIF extensions are available for many MCDM methods, such as the COPRAS [ 48 ], WASPAS [ 36 , 49 ], ELECTRE [ 50 ], CODAS [ 37 , 38 ], TOPSIS [ 51 , 52 ], VIKOR [ 51 ], and CoCoSo [ 52 ] methods.…”

Section: Introductionmentioning

confidence: 99%

An Intuitionistic Extension of the Simple WISP Method

Zavadskas

Stanujkić

Turskis

et al. 2022

Entropy

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A new ranking method for TOPSIS and VIKOR under interval valued intuitionistic fuzzy sets and possibility measures

Cited by 13 publications

References 33 publications

Fermatean fuzzy CRITIC-EDAS approach for the selection of sustainable third-party reverse logistics providers using improved generalized score function

Fermatean fuzzy CRITIC-EDAS approach for the selection of sustainable third-party reverse logistics providers using improved generalized score function

Extended VIKOR Method based on Interval-Valued Intuitionistic Fuzzy Numbers for Selection of Logistics Centre Location

An Intuitionistic Extension of the Simple WISP Method

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