A consistency test of fuzzy analytic hierarchy process / Liana Najib and Lazim Abdullah

Najib, Liana and Abdullah, Lazim (2021) A consistency test of fuzzy analytic hierarchy process / Liana Najib and Lazim Abdullah. In: e-Proceedings of the 5th International Conference on Computing, Mathematics and Statistics (iCMS 2021), 4-5 August 2021. (Submitted)

Abstract

One of the most important steps in Fuzzy Analytic Hierarchy Process (FAHP) is to perform the consistency test of matrix judgment. This test aims at investigating the consistency in decision makers’ judgment. It helps to minimize improper decisions made. Nevertheless, this step is more than often opted out by many researchers due to its complexity. This paper, thus intends to introduce a consistency test for matrix judgment in FAHP method. This proposal is obtained by aggregating the decision makers’ triangular fuzzy number (TFN), forming a matrix judgment and finalising with
matrix determinant. Twenty four different TFN were tested to illustrate the proposed method. Results show that seventeen TFN passed the consistency test, whereas the remaining seven failed. The consistency test offers a significant contribution to check the suitability of TFN in judgement matrix of FAHP.

Metadata

Item Type: Conference or Workshop Item (Paper)
Creators:
Creators
Email / ID Num.
Najib, Liana
liananajib@uitm.edu.my
Abdullah, Lazim
lazim_m@umt.edu.my
Subjects: Q Science > QA Mathematics
Q Science > QA Mathematics > Fuzzy logic
Divisions: Universiti Teknologi MARA, Kedah > Sg Petani Campus
Event Title: e-Proceedings of the 5th International Conference on Computing, Mathematics and Statistics (iCMS 2021)
Event Dates: 4-5 August 2021
Page Range: pp. 89-97
Keywords: Fuzzy sets, multi criteria analysis, matrix judgment, consistency test
Date: 2021
URI: https://ir.uitm.edu.my/id/eprint/56153
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