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

-, Humaira and Sonatha, Yance and Prabowo, Cipto and Amnur, Hidra and Afyenni, Rita (2018) Comparative Study of Type-1 and Type-2 Fuzzy System in Decision Support System. Indonesian Journal of Electrical Engineering and Informatics (IJEEI), 6 (3). pp. 323-332. ISSN 2089-3272

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Abstract

ABSTRACT This study compares between the Type-1 Fuzzy and Interval Type-2 Fuzzy in Decision Support System (DSS). The case studied in this paper deals with supplier selection for development of new product. DSS is developed to recommend a decision in providing assessment criteria for the supplier. Both of the systems used similar membership functions and rules. It is shown that Type-2 Fuzzy can manage the level of uncertainty in decision making. In general, both systems have a surface resemblance. The result indicates that Type-2 Fuzzy based on decision making with a level of uncertainty can provide alternative decisions although it took about 56 times longer than type-1

Item Type:Article
Subjects:G Technology > GM Information Technology
Divisions:Jurusan Teknologi Informasi > Prog.Studi Teknik Komputer-D3 > Journal, Proceeding
ID Code:4370
Deposited By:Mr. OP Repo-1 Puskom
Deposited On:28 Jan 2019 11:38
Last Modified:28 Jan 2019 11:38

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