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Modification to fuzzy extent analysis method and its performance analysis

Ahmed, Faran and Kılıç, Kemal (2015) Modification to fuzzy extent analysis method and its performance analysis. In: International Institute for Innovation, Industrial Engineering and Entrepreneurship (IESM 2015), Seville, Spain (Accepted/In Press)

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Abstract

Analytic Hierarchical Process (AHP) is one of the most popular Multi-Criteria Decision Making (MCDM) techniques while fuzzy set theory is extensively incorporated into original AHP in order to address vagueness in human judgments. There are a number of algorithms proposed for Fuzzy AHP (FAHP), however, Fuzzy Extent Analysis (FEA) is one of the most frequently used model. This study evaluates the performance of this model against a modified FEA method which utilizes centroid defuzzification. This study shows that modified FEA method performs significantly better than its original model and thus can lead to more effective decision making.

Item Type:Papers in Conference Proceedings
Subjects:T Technology > T Technology (General) > T055.4-60.8 Industrial engineering. Management engineering
T Technology > TA Engineering (General). Civil engineering (General) > TA168 Systems engineering
Q Science > QA Mathematics > QA075 Electronic computers. Computer science
T Technology > T Technology (General) > T055.4-60.8 Industrial engineering. Management engineering > T58.6-58.62 Management information systems
ID Code:27808
Deposited By:Kemal Kılıç
Deposited On:17 Dec 2015 10:04
Last Modified:22 Feb 2016 11:37

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