COMPARATIVE ANALYSIS OF LOCATION SELECTION USING MULTI-ATTRIBUTE DECISION-MAKING METHODS

Authors

  • Nikola Petrović Autor
  • Nenad Medić Autor

DOI:

https://doi.org/10.24867/26GI06Petrovic

Keywords:

Decision theory, Multi-attribute decision-making, Evaluation, Comparative analysis

Abstract

The use of multi-attribute decision-making methods, which are used in various research areas for the evaluation and prioritization of alternatives using pre-defined criteria, implies the presence of certain problems. One of the problems implies that different methods can generate different results when ranking alternatives due to subjectivity in the decision-making process. This paper aims to show that these differences in results can exist even when subjectivity in the decision-making process is minimized. The results of this thesis suggest that decision-makers should have a deeper understanding of the specifics of different methods for multi-attribute decision-making in order to make more reliable decisions adapted to the specifics of the problems they are solving.

References

[1] V. M. Ozernoy, “Choosing the best multiple criteria decision-making method,” INFOR, vol. 30, no. 2, pp. 159–171, 1992.
[2] J. C. Hershauer and H. A. Simon, The New Science of Management Decision, vol. 3, no. 1. 1978. doi: 10.2307/257591.
[3] C.-L. Hwang and K. Yoon, Multiple Attribute Decision Making, vol. 186. New York, United States: Taylor & Francis Group, 1981. doi: 10.1007/978-3-642-48318-9.
[4] A. Ishizaka and P. Nemery, Multi-Criteria Decision Analysis. 2013. doi: 10.1002/9781118644898.
[5] D. Dubois and H. Prade, Fuzzy sets and systems. New York, United States: Academic Press, 1980.
[6] L. A. Zadeh, “Fuzzy sets,” Information and Control, vol. 8, no. 3, pp. 338–353, 1965, doi: 10.1016/S0019-9958(65)90241-X.
[7] A. Mardani, A. Jusoh, K. MD Nor, Z. Khalifah, N. Zakwan, and A. Valipour, “Multiple criteria decision-making techniques and their applications – a review of the literature from 2000 to 2014,” Economic Research-Ekonomska Istraživanja, vol. 28, no. 1, pp. 516–571, 2015, doi: 10.1080/1331677X.2015.1075139.
[8] A. Mardani, A. Jusoh, and E. K. Zavadskas, “Fuzzy multiple criteria decision-making techniques and applications - Two decades review from 1994 to 2014,” Expert Syst Appl, vol. 42, no. 8, pp. 4126–4148, 2015, doi: 10.1016/j.eswa.2015.01.003.

Published

2024-05-02

Issue

Section

Industrial Engineering and Management