Comparative Study of Type-1 and Type-2 Fuzzy System in Decision Support System

Humaira Humaira, Yance Sonatha, Cipto Prabowo, Hidra Amnur, Rita Afyenni

Abstract


This study compares the Type-1 Fuzzy and Interval Type-2 Fuzzy in Decision Support System (DSS). Particular case studied in this paper deals with supplier selection for development of new product. DSS is developed to recommend a decision to provide assessment criteria on the supplier. All the type of membership functions and rules between these systems are equally applied. It is shown that  in Type-2 Fuzzy can manage the level of uncertainty in decision making. In general, both systems have a surface resemblance. The result shows that type-2 Fuzzy based decision making with a level of uncertainty is able to provide alternative decisions.

Keywords


uncertainty;T1 FL;T2 FL;IT2 FLS;EIASC

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Indonesian Journal of Electrical Engineering and Informatics (IJEEI)
ISSN 2089-3272

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This work is licensed under a Creative Commons Attribution 4.0 International License.

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