Friday , September 21 2018

A Novel Multicriteria Approach – Rough Step-Wise Weight Assessment
Ratio Analysis Method (R-SWARA) and Its Application in Logistics

Edmundas Kazimieras ZAVADSKAS1*, Željko STEVIĆ2, Ilija TANACKOV3, Olegas PRENTKOVSKIS4
1 Vilnius Gediminas Technical University, Institute of Sustainable Construction, Sauletekio al. 11,
LT-10223 Vilnius, Lithuania
edmundas.zavadskas@vgtu.lt (*Corresponding author)
2 University of East Sarajevo, Faculty of Transport and Traffic Engineering, Vojvode Mišića 52,
74000 Doboj, Bosnia and Herzegovina
zeljkostevic88@yahoo.com
3 University of Novi Sad, Faculty of Technical Sciences, Trg Dositeja Obradovića 6, 21000 Novi Sad, Serbia
ilijat@uns.ac.rs
4 Vilnius Gediminas Technical University, Faculty of Transport Engineering, Plytinės g. 27,
LT-10105 Vilnius, Lithuania
olegas.prentkovskis@vgtu.lt 

ABSTRACT: A decision-making process often requires knowledge of numerous parameters and their interaction in order to make valid decisions that will result in meeting the objectives set. Multi-criteria decision-making is an area that helps in decision-making processes considering a set of criteria and alternatives. A new MCDM approach has been developed in this paper with a view to better managing the uncertainties and the subjectivity of real decision problems. In the last few years, the integration of Rough numbers and multi-criteria decision-making methods has enjoyed a great popularity, so in this paper, the Rough Step-wise Weight Assessment Ratio Analysis (SWARA) approach has been developed. The developed approach has been verified throughout a sensitivity analysis, which involves the comparison of the obtained results with two other methods for determining the weight values, the Rough Best Worst method (BWM) and Rough Analytic Hierarchy Process (AHP). The correlation of obtained ranks using the Rough SWARA approach with the ranks of Rough BWM and Rough AHP is complete, i.e. the ranks are identical, which confirms the stability and credibility of the developed approach.

KEYWORDS: Rough SWARA, Criteria, Weights of criteria, Multi-criteria Decision Making, Logistics.

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CITE THIS PAPER AS:
Edmundas Kazimieras ZAVADSKAS*, Željko STEVIĆ, Ilija TANACKOV, Olegas PRENTKOVSKIS, A Novel Multicriteria Approach – Rough Step-Wise Weight Assessment Ratio Analysis Method (R-SWARA) and Its Application in Logistics, Studies in Informatics and Control, ISSN 1220-1766, vol. 27(1), pp. 97-106, 2018.

https://doi.org/10.24846/v27i1y201810