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A Comparative Study of AHP and Fuzzy AHP Method for Inconsistent Data

Authors :
Ashek-Al-Aziz, Md.
Mahmud, Sagar
Islam, Md. Azizul
Mahmud, Jubayer Al
Hasib, Khan Md.
Publication Year :
2021
Publisher :
arXiv, 2021.

Abstract

In various cases of decision analysis we use two popular methods: Analytical Hierarchical Process (AHP) and Fuzzy based AHP or Fuzzy AHP. Both the methods deal with stochastic data and can determine decision result through Multi Criteria Decision Making (MCDM) process. Obviously resulting values of the two methods are not same though same set of data is fed into them. In this research work, we have tried to observe similarities and dissimilarities between two methods outputs. Almost same trend or fluctuations in outputs have been seen for both methods for same set of input data which are not consistent. Both method outputs ups and down fluctuations are same for fifty percent cases.<br />Comment: 22 Pages, 9 Figures

Details

Database :
OpenAIRE
Accession number :
edsair.doi.dedup.....cce91cdb473a3f9702b4883ba182708d
Full Text :
https://doi.org/10.48550/arxiv.2101.01067