4.7 Article

An integrated group decision making model and its evaluation by DEA for automobile industry

Journal

EXPERT SYSTEMS WITH APPLICATIONS
Volume 37, Issue 12, Pages 8543-8556

Publisher

PERGAMON-ELSEVIER SCIENCE LTD
DOI: 10.1016/j.eswa.2010.05.021

Keywords

Group MCDM; AHP; TOPSIS; DEA; Automobile industry; Customer's criteria

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In this paper we propose an integrated model from the most important and usable Multi-Criteria Decision Making (MCDM) techniques, means Analytic Hierarchy Process (AHP) and Technique for Ordering Preference by Similarity to Ideal Solution (TOPSIS), in order to examine the improvement fields of Iran automobile industry. A new approach, AT method, has been suggested to combine the results of two techniques to find the final ranking. Besides, we propose a developing Data Envelopment Analysis (DEA) model as a basis for comparing the reliability of results of the MCDM techniques, which depicts AT is more reliable than AHP and TOPSIS. Our results have certified that safety and then price are the customers' most important criteria for automobile selection. After comparing the internal and external products, and ranking them based on the criteria and sub-criteria, the necessity to improve internal automobiles on various fields has been prioritized. (C) 2010 Elsevier Ltd. All rights reserved.

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