International Journal of Supply Chain Management
Vol 6, No 3 (2017): International Journal of Supply Chain Management (IJSCM)

Application of Goal Programming Integrated Multi-Criteria Decision Making Approaches for the Stock Area Selection Problem of an Automotive Company

İlker Küçükoğlu (Uludag University)
Betul Yagmahan (Uludag University)
Ahmet Onaylı (Uludag University)
Ezgi Didem Çayhan (Uludag University)
Merve Ünal (Uludag University)



Article Info

Publish Date
30 Sep 2017

Abstract

This study considers a stock area selection problem (SASP) of an automotive company which includes limited space. The SASP of the company consists of alternative locations which have different technical features and some specific criteria to select the locations. The aim of the problem is to find best stock areas from the alternatives that will be constructed. In order to solve the SASP of the company four different approaches are taken into account where each approach integrates a fuzzy multi-criteria decision making (MCDM) method within a preemptive goal programming (PGP) model. The main difference between the proposed approaches is the fuzzy MCDM methods used in the solution procedure where the considered methods are a fuzzy AHP (Analytic Hierarchy Process) method, a fuzzy TOPSIS (Technique for Order Preference by Similarity to Ideal Situation) method, a fuzzy PROMETHEE (Preference Ranking Organization Method for Enrichment Evaluation) method, and a fuzzy VIKOR (VlseKriterijumska Optimizacija I Kompromisno Resenje in Serbian) method. Each solution approach consist of two stages where the alternatives are evaluated with respect to qualitative criteria by using fuzzy MCDM methods, and then PGP model is operated for quantitative criteria and the alternative scores obtained in the first stage. As a result of the computational application of the proposed solution methodology, the best alternatives are selected to construct in the company by comparing the results of four solution approaches.

Copyrights © 2017






Journal Info

Abbrev

IJSCM

Publisher

Subject

Decision Sciences, Operations Research & Management Engineering Environmental Science Industrial & Manufacturing Engineering Transportation

Description

International Journal of Supply Chain Management (IJSCM) is a peer-reviewed indexed journal, ISSN: 2050-7399 (Online), 2051-3771 (Print), that publishes original, high quality, supply chain management empirical research that will have a significant impact on SCM theory and practice. Manuscripts ...