Combined Multi-Criteria Decision Making Approach Based on MACBETH and MULTI-MOORA Methods

Kundakcı, Nilsen

doi:http://dx.doi.org/10.17093/aj.2016.4.1.5000178402

Combined Multi-Criteria Decision Making Approach Based on MACBETH and MULTI-MOORA Methods

Nilsen Kundakcı, Ph.D.

Abstract

Various Multi-Criteria Decision Making (MCDM) methods have been developed to support decision making process. The main aim of all MCDM methods is to obtain ranking of the alternatives and select the best one under conflicting criteria. In this paper, a combined MCDM approach is proposed based on MACBETH (Measuring Attractiveness by a Categorical Based Evaluation TecHnique) and MULTI-MOORA (Multi Objective Optimization on the basis of Ratio Analysis) methods. In this combined approach, the weights of the criteria are determined with MACBETH method and then MULTI-MOORA method is used to obtain the final ranking of the alternatives. At the end of the paper, to illustrate the applicability of the proposed approach an application of the automobile selection of a marble company is also given.

Keywords: Automobile Selection, MACBETH, MULTI-MOORA, Multi Criteria Decision Making

Jel Classification: C44

MACBETH ve MULTI-MOORA Yöntemlerine Dayalı Birleşik Çok Kriterli Karar Verme Yaklaşımı

Öz

Karar verme sürecini desteklemek için çeşitli Çok Kriterli Karar Verme (ÇKKV) yöntemleri geliştirilmiştir. ÇKKV yöntemlerinin temel amacı, alternatiflerin çelişen kriterler altında sıralamalarını elde etmek ve içlerinden en iyisini seçmektir. Bu çalışmada, MACBETH ve MULTI-MOORA yöntemlerine dayalı birleşik bir ÇKKV yaklaşımı önerilmiştir. Bu birleşik yaklaşımda, kriterlerin ağırlıkları MACBETH yöntemi ile belirlenirken, alternatiflerin sıralamasının elde edilmesinde MULTI-MOORA yöntemi kullanılmıştır. Çalışmanın sonunda önerilen yaklaşımın uygulanabilirliğini göstermek için bir mermer işletmesinin otomobil seçim uygulamasına yer verilmiştir.

Anahtar Kelimeler: MACBETH, MULTI-MOORA, Otomobil Seçimi, Çok Kriterli Karar Verme

Suggested citation

Kundakcı, N. (2016). Combined Multi-Criteria Decision Making Approach Based on MACBETH and MULTI-MOORA Methods. Alphanumeric Journal, 4(1), 17-26. http://dx.doi.org/10.17093/aj.2016.4.1.5000178402

bibtex

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2016.04.01.OR.02

alphanumeric journal

Volume 4, Issue 1, 2016

Pages 17-26

Received: Feb. 18, 2016

Accepted: April 22, 2016

Published: April 28, 2016

Full Text [858.4 KB]

2016 Kundakcı, N.

This is an Open Access article, licensed under Creative Commons Attribution-NonCommercial 4.0 International License.

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alphanumeric journal

The Journal of Operations Research, Statistics, Econometrics and Management Information Systems

Combined Multi-Criteria Decision Making Approach Based on MACBETH and MULTI-MOORA Methods

MACBETH ve MULTI-MOORA Yöntemlerine Dayalı Birleşik Çok Kriterli Karar Verme Yaklaşımı

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