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Article type: Research Article
Authors: Stanujkic, Dragisa1 | Zavadskas, Edmundas Kazimieras2 | Karabasevic, Darjan3; * | Urosevic, Snezana1 | Maksimovic, Mladjan3
Affiliations: [1] Technical Faculty in Bor, University of Belgrade, Serbia. E-mails: dstanujkic@tfbor.bg.ac.rs, surosevic@tf.bor.ac.rs | [2] Research Institute of Smart Building Technologies, Civil Engineering Faculty, Vilnius Gediminas Technical University, Vilnius, Lithuania. E-mail: edmundas.zavadskas@vgtu.lt | [3] Faculty of Applied Management, Economics and Finance, University Business Academy in Novi Sad, Serbia. E-mails: darjankarabasevic@gmail.com, mladjan21@yahoo.com
Correspondence: [*] Corresponding author.
Abstract: Compared to fuzzy numbers, intuitionistic fuzzy numbers provide greater opportunities for solving complex decision-making problems, especially when they are related to ambiguities, uncertainties and vagueness. However, their use is more complex, especially when it comes to ordinary users. Therefore, in this paper an approach adopted for evaluating alternatives on the basis of a smaller number of some more complex evaluation criteria is proposed. The approach is based on the use of linguistic variables, triangular intuitionistic fuzzy numbers, and the Hamming distance. At the end, a case study of hotels’ websites evaluation is given to demonstrate the practicality and effectiveness of the proposed approach, together with its limitations and weaknesses. Additionally, a new procedure for ranking intuitionistic fuzzy numbers is proposed and its use is verified.
Keywords: intuitionistic fuzzy sets, triangular intuitionistic fuzzy number, aggregation operator, hamming distance, hotel website evaluation
Journal: Informatica, vol. 28, no. 4, pp. 725-748, 2017
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