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Article type: Research Article
Authors: Samanlioglu, Funda; * | Ayağ, Zeki
Affiliations: Department of Industrial Engineering, Kadir Has University, 34083 Cibali, Istanbul, Turkey
Correspondence: [*] Corresponding author. Funda Samanlioglu, Department of Industrial Engineering, Kadir Has University, 34083 Cibali, Istanbul, Turkey. Tel.: +90 212 533 6532. Fax: +90 212 533 4327; E-mail: [email protected].
Abstract: In this study, an intelligent, integrated approach is presented to help educators select the best simulation software package. Selecting the best simulation software package for educational use is a complex multiple criteria decision making (MCDM) problem with several potentially conflicting quantitative and qualitative criteria. In this paper, two fuzzy MCDM methods; fuzzy Analytic Hierarchy Process (F-AHP) and fuzzy VIsekriterijumska optimizacija i KOmpromisno Resenje (F-VIKOR) are integrated to evaluate educational use simulation software package alternatives. In the proposed fuzzy AHP-VIKOR approach, F-AHP is used to determine the fuzzy criteria weights and F-VIKOR is applied to rank simulation software package alternatives with respect to these criteria. A case study is given where several educational use simulation software packages in Turkey are evaluated and ranked.
Keywords: Simulation software package selection, fuzzy, multiple-criteria decision making, AHP, VIKOR
DOI: 10.3233/JIFS-172290
Journal: Journal of Intelligent & Fuzzy Systems, vol. 37, no. 6, pp. 7699-7710, 2019
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