To read this content please select one of the options below:

A fuzzy based self-check capable computerized MCDM aid tool

Birol Ulker (Department of Bussiness Administration, Gebze Institute of Technology, Kocaeli, Turkey)
Bülent Sezen (Department of Bussiness Administration, Gebze Institute of Technology, Kocaeli, Turkey)

Kybernetes

ISSN: 0368-492X

Article publication date: 29 April 2014

742

Abstract

Purpose

The purpose of this paper is to determine as to develop a fuzzy multi-criteria decision-making (MCDM) algorithm with self-check capability that can solve any manufacturing company's printed circuit boards (PCB) design computer aided design (CAD) tool selection problem and to implement it.

Design/methodology/approach

An algorithm that consists of two sub-algorithms that use same inputs and alternative pool is developed, thus self-check capability is introduced. The first sub-algorithm designed as an integration of fuzzy AHP and TOPSIS, where the second sub-algorithm composes of fuzzy analytic network process and TOPSIS. Fuzzy set theory and linguistic variables were utilized to handle uncertainty and usage of verbal expressions, respectively. MATLAB programming language was used for the implementation. The used MCDM methods’ and fuzzy set theory's explanations are given along with the literature review prior to real life application of the developed algorithm.

Findings

A MCDM algorithm with self-check capability is introduced. Moreover, a practical decision aid tool is generated for the usage of the manufacturing companies that are related with PCB design.

Practical implications

A practical computerized MCDM aid tool is generated. Using the tool let the manufacturers, i.e. high-tech device manufacturers, evaluate available PCB CAD design tools with respect to tangible and intangible criteria, and obtain a reliable result.

Originality/value

Self-check capability is incorporated into the decision process. Along with this capability, although the decision-making process takes place in a fuzzy environment, result of the algorithm becomes more reliable than the ones deprived of this characteristic. Furthermore, a practical computerized MCDM aid tool is generated.

Keywords

Citation

Ulker, B. and Sezen, B. (2014), "A fuzzy based self-check capable computerized MCDM aid tool", Kybernetes, Vol. 43 No. 5, pp. 797-816. https://doi.org/10.1108/K-03-2013-0046

Publisher

:

Emerald Group Publishing Limited

Copyright © 2014, Emerald Group Publishing Limited

Related articles