Comparative study of the selection of the best contractor using fuzzy weak autocatalytic set and analytic hierarchy process / Siti Salwana Mamat, Zarith Sofiah Othman and Noraini Ahmad

Mamat, Siti Salwana and Othman, Zarith Sofiah and Ahmad, Noraini (2024) Comparative study of the selection of the best contractor using fuzzy weak autocatalytic set and analytic hierarchy process / Siti Salwana Mamat, Zarith Sofiah Othman and Noraini Ahmad. Mathematical Sciences and Informatics Journal (MIJ), 5 (1). pp. 45-57. ISSN 2735-0703

Abstract

Pairwise comparisons are commonly used in decision-making procedures, especially when Multiple Criteria Decision Making (MCDM) is involved. Effective techniques are needed to address the problem related to MCDM. Using the Fuzzy Weak Autocatalytic Set (FWACS) method, the pairwise comparisons of alternatives can be represented as a directed graph with fuzzy edges. The objectives of this study are: 1) to explore and apply the FWACS technique in the problem of contractor selection. 2) to compare the outcomes of FWACS with those obtained using the Analytic Hierarchy Process (AHP). To ensure that judgments made with FWACS are stable and consistent, a sensitivity analysis is carried out. The choices reached using FWACS are consistent and stable, thus comparable to AHP. However, FWACS distinguishes itself with its proficiency in handling ambiguity, particularly in the fuzzy framework. This study highlights the necessity of implementing comprehensive and systematic contractor selection criteria to enhance the efficiency and success of construction projects, thereby mitigating the risks associated with inadequate contractor performance.

Metadata

Item Type: Article
Creators:
Creators
Email / ID Num.
Mamat, Siti Salwana
sitisalwana@uitm.edu.my
Othman, Zarith Sofiah
zarithsofiah@uitm.edu.my
Ahmad, Noraini
norainiahmad@uitm.edu.my
Subjects: Q Science > QA Mathematics
Q Science > QA Mathematics > Instruments and machines > Electronic Computers. Computer Science
Divisions: Universiti Teknologi MARA, Perak > Tapah Campus > Faculty of Computer and Mathematical Sciences
Journal or Publication Title: Mathematical Sciences and Informatics Journal (MIJ)
UiTM Journal Collections: UiTM Journal > Mathematical Science and Information Journal (MIJ)
ISSN: 2735-0703
Volume: 5
Number: 1
Page Range: pp. 45-57
Keywords: Analytic Hierarchy Process; Contractor selection; Fuzzy weak autocatalytic; Multi-criteria decision-making; Sensitivity analysis
Date: May 2024
URI: https://ir.uitm.edu.my/id/eprint/98687
Edit Item
Edit Item

Download

[thumbnail of 98687.pdf] Text
98687.pdf

Download (686kB)

ID Number

98687

Indexing

Statistic

Statistic details