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Information Journal Paper

Title

TYPE-2 FUZZY SET EXTENSION OF DEMATEL METHOD COMBINED WITH PERCEPTUAL COMPUTING FOR DECISION MAKING

Pages

  1-10

Keywords

INTERVAL TYPE-2 FUZZY SETS (IT2 FSS) 

Abstract

 Most DECISION MAKING methods used to evaluate a system or demonstrate the weak and strength points are based on fuzzy sets and evaluate the criteria with words that are modeled with fuzzy sets. The ambiguity and vagueness of the words and different perceptions of a word are not considered in these methods. For this reason, the DECISION MAKING methods that consider the perceptions of decision makers are desirable. PERCEPTUAL COMPUTING is a subjective judgment method that considers that words mean different things to different people. This method models words with interval type-2 fuzzy sets that consider the uncertainty of the words. Also, there are interrelations and dependency between the DECISION MAKING criteria in the real world; therefore, using DECISION MAKING methods that cannot consider these relations is not feasible in some situations. The Decision-Making Trail and Evaluation Laboratory (DEMATEL) method considers the interrelations between DECISION MAKING criteria. The current study used the combination of DEMATEL and PERCEPTUAL COMPUTING in order to improve the DECISION MAKING methods. For this reason, the fuzzy DEMATEL method was extended into type-2 fuzzy sets in order to obtain the weights of dependent criteria based on the words. The application of the proposed method is presented for knowledge management evaluation criteria.

Cites

References

Cite

APA: Copy

HOSSEINI, MITRA BOKAEI, & TAROKH, MOHAMMAD JAFAR. (2013). TYPE-2 FUZZY SET EXTENSION OF DEMATEL METHOD COMBINED WITH PERCEPTUAL COMPUTING FOR DECISION MAKING. JOURNAL OF INDUSTRIAL ENGINEERING INTERNATIONAL, 9(9), 1-10. SID. https://sid.ir/paper/309911/en

Vancouver: Copy

HOSSEINI MITRA BOKAEI, TAROKH MOHAMMAD JAFAR. TYPE-2 FUZZY SET EXTENSION OF DEMATEL METHOD COMBINED WITH PERCEPTUAL COMPUTING FOR DECISION MAKING. JOURNAL OF INDUSTRIAL ENGINEERING INTERNATIONAL[Internet]. 2013;9(9):1-10. Available from: https://sid.ir/paper/309911/en

IEEE: Copy

MITRA BOKAEI HOSSEINI, and MOHAMMAD JAFAR TAROKH, “TYPE-2 FUZZY SET EXTENSION OF DEMATEL METHOD COMBINED WITH PERCEPTUAL COMPUTING FOR DECISION MAKING,” JOURNAL OF INDUSTRIAL ENGINEERING INTERNATIONAL, vol. 9, no. 9, pp. 1–10, 2013, [Online]. Available: https://sid.ir/paper/309911/en

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