Modification to fuzzy extent analysis method and its performance analysis

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Ahmed, Faran and Kılıç, Kemal (2015) Modification to fuzzy extent analysis method and its performance analysis. In: International Conference on Industrial Engineering and Systems Management (IESM 2015), Seville, Spain

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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
Divisions: Faculty of Engineering and Natural Sciences > Academic programs > Industrial Engineering
Faculty of Engineering and Natural Sciences
Depositing User: Kemal Kılıç
Date Deposited: 22 Feb 2016 11:37
Last Modified: 26 Apr 2022 09:22
URI: https://research.sabanciuniv.edu/id/eprint/29154

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